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# ![@tclovisbern Avatar](https://lunarcrush.com/gi/w:26/cr:twitter::263656403.png) @tclovisbern tsopgo clovis

tsopgo clovis posts on X about azure, cloud, if you, target the most. They currently have [-----] followers and [---] posts still getting attention that total [------] engagements in the last [--] hours.

### Engagements: [------] [#](/creator/twitter::263656403/interactions)
![Engagements Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::263656403/c:line/m:interactions.svg)

- [--] Week [------] +231%
- [--] Month [------] +210%
- [--] Year [------] +12,009%

### Mentions: [--] [#](/creator/twitter::263656403/posts_active)
![Mentions Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::263656403/c:line/m:posts_active.svg)


### Followers: [-----] [#](/creator/twitter::263656403/followers)
![Followers Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::263656403/c:line/m:followers.svg)

- [--] Week [-----] +4.80%
- [--] Month [-----] +54%
- [--] Year [-----] +559%

### CreatorRank: [-------] [#](/creator/twitter::263656403/influencer_rank)
![CreatorRank Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::263656403/c:line/m:influencer_rank.svg)

### Social Influence

**Social category influence**
[technology brands](/list/technology-brands)  [countries](/list/countries)  [finance](/list/finance)  [celebrities](/list/celebrities)  [stocks](/list/stocks)  [currencies](/list/currencies)  [travel destinations](/list/travel-destinations)  [social networks](/list/social-networks) 

**Social topic influence**
[azure](/topic/azure) #472, [cloud](/topic/cloud), [if you](/topic/if-you), [target](/topic/target) #1184, [this is](/topic/this-is), [ip](/topic/ip), [unpopular opinion](/topic/unpopular-opinion), [command](/topic/command), [at a](/topic/at-a), [in the](/topic/in-the)

**Top accounts mentioned or mentioned by**
[@devopsnk](/creator/undefined) [@fabrizioromano](/creator/undefined) [@brankopetric00](/creator/undefined) [@asynctrix](/creator/undefined) [@invisiblemab](/creator/undefined) [@synapsefeeds](/creator/undefined) [@ngongoliver](/creator/undefined) [@ksubramanyaa](/creator/undefined) [@twtayaan](/creator/undefined) [@nouranefoster](/creator/undefined) [@anniepayep](/creator/undefined) [@euro2024](/creator/undefined) [@loupdelameute](/creator/undefined) [@ttentomushi](/creator/undefined) [@gauz04](/creator/undefined) [@devjns](/creator/undefined) [@aws](/creator/undefined) [@azure](/creator/undefined) [@googlecloud](/creator/undefined) [@karanjagtiani04](/creator/undefined)

**Top assets mentioned**
[NULS (NULS)](/topic/nuls) [Alphabet Inc Class A (GOOGL)](/topic/$googl) [Microsoft Corp. (MSFT)](/topic/microsoft)
### Top Social Posts
Top posts by engagements in the last [--] hours

"@nouranefoster Cest une bonne ide. Tout ce qui peut rsoudre le problme de chmage dans ce pays est le bienvenu"  
[X Link](https://x.com/tclovisbern/status/1732346945408991726)  2023-12-06T10:31Z [--] followers, [--] engagements


"@AnniePayep [--] ans beaucoup de femmes ont dj deux enfants. Sadio a fait le bon choix"  
[X Link](https://x.com/anyuser/status/1744922748848124030)  2024-01-10T03:22Z [--] followers, [--] engagements


"Le Sngal est meilleur en Afrique pour le moment"  
[X Link](https://x.com/bernt237/status/1748615806752063878)  2024-01-20T07:57Z [--] followers, [--] engagements


"Onana nest pas aussi fort que Mendy. #AFCON2023"  
[X Link](https://x.com/bernt237/status/1748617316286247142)  2024-01-20T08:03Z [--] followers, [--] engagements


"Jai cru un moment que le Sngal tait un peuple mature Mais hlas"  
[X Link](https://x.com/bernt237/status/1753223795320447049)  2024-02-02T01:08Z [--] followers, [--] engagements


"Les rsultas de la green card seront disponibles en Mai. [----] familles camerounaises devraient quitter le pays pour les USA "  
[X Link](https://x.com/bernt237/status/1753917460581851387)  2024-02-03T23:04Z [--] followers, [--] engagements


"Tout son honneur. Bloquer [--] tirs au buts. Mme les meilleurs gardiens quon connat ne lont pas fait. #AfCON2023"  
[X Link](https://x.com/bernt237/status/1753919104992281070)  2024-02-03T23:11Z [--] followers, [--] engagements


"@EURO2024 Le futur Messi"  
[X Link](https://x.com/EraValere/status/1803881274119196803)  2024-06-20T20:03Z [--] followers, [---] engagements


"LEuro est termin. On se concentre sur la copa America. Le Goat est sur le terrain. #CopaAmrica2024"  
[X Link](https://x.com/EraValere/status/1803943993136329165)  2024-06-21T00:12Z [--] followers, [--] engagements


"Voici le bilan de la Cte dIvoire face aux quipes sud-amricains en coupe du monde: Cte dIvoire - Argentine 1-2 Cte dIvoire - Brsil 1-3 Cte dIvoire - Colombie 1-2 Zro victoire pour la cote divoire. #CopaAmrica2024"  
[X Link](https://x.com/EraValere/status/1804110332345909650)  2024-06-21T11:13Z [--] followers, [--] engagements


"Voici le bilan du Cameroun face aux quipes sud-amricaines en coupe du monde. Cameroun-Prou 0-0 Cameroun-Argentine 1-0 Cameroun- Colombie 2-1 Cameroun-Brsil 0-3 Cameroun-Chili 1-1 Cameroun-Brsil 1-4 Cameroun-Mexique 0-1 Cameroun-Brsil 1-0 [--] victoires [--] dfaites [--] nuls"  
[X Link](https://x.com/EraValere/status/1804114359527834095)  2024-06-21T11:29Z [--] followers, [--] engagements


"Durant tout ce mois nous allons parler du ballon ⚽. On va surtout parler de la COPA AMERICA vs CAN. Jentends beaucoup de choses. Remettons la balle au centre. Si tu es amoureux du foot connecte toi. Tu vas te rgaler. #CopaAmrica2024 #Afcon #football #lets_Connect"  
[X Link](https://x.com/tbc_foot/status/1804125259718640092)  2024-06-21T12:12Z [--] followers, [---] engagements


"📅17 juillet [----] 🏟Stade Rose Bowl Stadium Los Angeles en Californie aux USA. ⚽Finale Brsil vs Italie. 👀Plus de [--]. [---] spectateurs prsents au stade. ☀38 degrs de temprature. #football #CopaAmrica2024 #EURo2024"  
[X Link](https://x.com/tbc_foot/status/1804667103313813739)  2024-06-23T00:05Z [--] followers, [--] engagements


"Foden laisse le groupe pour assister la naissance de son fils. Ps: Cest juste une continuit parce quil ntait quen vacances en Allemagne. #EURo2024"  
[X Link](https://x.com/tbc_foot/status/1806045562975707261)  2024-06-26T19:23Z [--] followers, [--] engagements


"@loupdelameute Aucun europen ne peut comparer lEuro avec la CN. Aucun sud-amricain ne peut comparer la copa america avec la CAN Mais lafricain comme toujours bon dernier et complex souhaiterait voir une autre comptition plus engage que la CAN"  
[X Link](https://x.com/tbc_foot/status/1806295903541543091)  2024-06-27T11:57Z [--] followers, [--] engagements


"Quand on joue la CAN les europens sud-amricains ne se mobilisent pas pour faire des comparaisons insenss avec lEuro ou la copa America. Ils sont concentrs sur eux. peine lEuro a dbut que les Africains inondent la toile avec des comparaisons des complexs"  
[X Link](https://x.com/tbc_foot/status/1806298063167791285)  2024-06-27T12:06Z [--] followers, [--] engagements


"On vient juste de terminer le premier tour. Dici la finale les meilleurs vont se dgager"  
[X Link](https://x.com/tbc_foot/status/1806298065185231299)  2024-06-27T12:06Z [--] followers, [--] engagements


"En [----] Personne ne pouvait attribuer le ballon dor Ronaldo aprs le premier tour de la coupe du monde. Pareil pour Canavarro en 2006"  
[X Link](https://x.com/tbc_foot/status/1806298067601133627)  2024-06-27T12:06Z [--] followers, [--] engagements


"Niveau talent 1-Ronaldo 2-Ronaldinho 3-Zidane 4-Figo 5-Beckam 6-Henry"  
[X Link](https://x.com/tbc_foot/status/1806298582657507373)  2024-06-27T12:08Z [--] followers, [--] engagements


"❓❓LE SAVIEZ VOUS❓❓ Seuls TROIS joueurs italiens ont jou pour le Real Madrid dans toute son histoire. ✅Christian Panucci (1996-98) ✅Fabio Cannavaro (2005-06) ✅Antonio Cassano (2006-08) Les italiens auraient un souci avec le Ral de Madrid Daprs vous"  
[X Link](https://x.com/tbc_foot/status/1806689743557546322)  2024-06-28T14:02Z [--] followers, [--] engagements


"Jude Bellingham devrait gagner le ballon dor "  
[X Link](https://x.com/tbc_foot/status/1812894163735544139)  2024-07-15T16:57Z [--] followers, [--] engagements


"@FabrizioRomano Jude Bellingham"  
[X Link](https://x.com/tbc_foot/status/1812894721808662952)  2024-07-15T16:59Z [--] followers, [--] engagements


"@InvisibleMaB Il a t plus dcisif en championnat et en champions league. Leuro est une comptition europenne a ne concerne que les europens"  
[X Link](https://x.com/tbc_foot/status/1813216608757698963)  2024-07-16T14:18Z [--] followers, [--] engagements


"@InvisibleMaB Cest ton vote. Il yen a qui pense le contraire et ceux l sont plus nombreux "  
[X Link](https://x.com/tbc_foot/status/1813236036027249042)  2024-07-16T15:35Z [--] followers, [--] engagements


"@TTentomushi @gauz04 Combien de footballeurs noirs argentins connaissez vous qui pourraient tre lquipe nationale"  
[X Link](https://x.com/tbc_foot/status/1813297852539351287)  2024-07-16T19:41Z [--] followers, [--] engagements


"LES [--] EFFECTIFS LES PLUS CHERS DU MONDE Source: CIES FIFA/CIES International University Network 1- Chelsea: [----] M 2- United [----] M 3- Manchester City [----] M 4- Arsenal [---] millions deuros 5- Tottenham [---] M 6- PSG [---] M 7- Liverpool [---] M 8- Real Madrid [---] M"  
[X Link](https://x.com/tbc_foot/status/1832936263524983291)  2024-09-09T00:17Z [---] followers, [--] engagements


"Il broie Ronaldo et de loin"  
[X Link](https://x.com/tbc_foot/status/1835399939784143243)  2024-09-15T19:27Z [---] followers, [--] engagements


"4 Checks the backend config It verifies things like bucket names keys and credentials to make sure the setup is correct"  
[X Link](https://x.com/clovistb/status/2004273451436241033)  2025-12-25T19:30Z [--] followers, [--] engagements


"5 Installs required provider plugins It fetches the correct versions of providers (like AWS Azure Kubernetes) needed for your setup. [--] Downloads any modules youve declared If youre using shared or remote modules Terraform grabs them so theyre ready to use"  
[X Link](https://x.com/clovistb/status/2004273453478674731)  2025-12-25T19:30Z [--] followers, [--] engagements


"@_devJNS This is how we test llm agent"  
[X Link](https://x.com/clovistb/status/2004953857596756283)  2025-12-27T16:33Z [---] followers, [--] engagements


"Stop making confusion about NAT gateway resource in aws. #aws #devops"  
[X Link](https://x.com/clovistb/status/2005306016347676794)  2025-12-28T15:53Z [---] followers, [--] engagements


"Kubernetes tips ---------- About CoreDNS [--] CoreDNS is the DNS service of a Kubernetes cluster. It helps Pods find Services using names instead of IP addresses. [--] CoreDNS runs as a Deployment in the kube-system namespace usually with two replicas. [--] It is installed by default in most Kubernetes distributions. [--] CoreDNS allows Pods to communicate using Service names like: my-service.default.svc.cluster.local [--] CoreDNS talks to the Kubernetes API Server and watches: Services Endpoints [--] CoreDNS communicates with the API Server using HTTPS and authenticates using a ServiceAccount. [--] CoreDNS"  
[X Link](https://x.com/clovistb/status/2006010600929771572)  2025-12-30T14:32Z [---] followers, [---] engagements


"AWS Tip You dont need outbound rules on your EC2 if it only responds to a Load Balancer. Heres why: Security Groups are stateful. 👉If your Load Balancer SG outbound allows traffic to EC2 and your EC2 SG inbound allows traffic from the LB the return traffic is automatically allowed. 👉That means outbound rules on EC2 are not required for serving web traffic. When do you need outbound on EC2 👉Only when EC2 initiates connections itself like downloading packages pulling OS updates or calling external APIs. In that case open outbound 80/443. Best practice: 👉Inbound on EC2 = only from LB SG"  
[X Link](https://x.com/clovistb/status/2006450582173749717)  2025-12-31T19:41Z [---] followers, [---] engagements


"@FabrizioRomano Cameroun win the afcon"  
[X Link](https://x.com/clovistb/status/2006500440171753882)  2025-12-31T22:59Z [---] followers, [--] engagements


"@devops_nk @AWS @Azure @googlecloud Public cloud for sure No headaches"  
[X Link](https://x.com/clovistb/status/2006742688482341089)  2026-01-01T15:01Z [---] followers, [--] engagements


"ABOUT KUBE-PROXY ----- Kubernetes tips [--] kube-proxy runs on every node and handles service networking inside the cluster. [--] kube-proxy enables Pods to reach Services. [--] kube-proxy ensures traffic sent to a Service IP reaches the correct backend Pods. [--] kube-proxy communicates with the Kubernetes API Server. [--] kube-proxy talks to the API Server using HTTPS. It authenticates using certificates. It watchs: - Services - Endpoints [--] kube-proxy initiates communication by watching the API Server. API Server does not push rules to kube-proxy. [--] kube-proxy programs node networking rules using: -"  
[X Link](https://x.com/clovistb/status/2006762196794048814)  2026-01-01T16:19Z [---] followers, [--] engagements


"What did I miss"  
[X Link](https://x.com/clovistb/status/2006762394811510853)  2026-01-01T16:20Z [---] followers, [--] engagements


"I created this account (twitter) back in March [----] but Ive only been active for [--] days. Ive decided to start sharing my tech journey especially around Kubernetes Terraform and AWS. 🚏If youre in tech stop by and lets build strong connections and learn from each other. 🚏If youre not in tech stop by too. Id love to discover your content and your perspective. HAPPY NEW YEAR [----] #HappyNewYear2026 #devops https://twitter.com/i/web/status/2006782828453753244 https://twitter.com/i/web/status/2006782828453753244"  
[X Link](https://x.com/clovistb/status/2006782828453753244)  2026-01-01T17:41Z [---] followers, [----] engagements


"If your architecture is still relying on a single region especially US-EAST-1 it's time to rethink: Multi-region chaos testing SLOs and DR drills are not optional theyre survival tactics. Below are the last [--] AWS outages and why they matter to every cloud engineer: [--]. July [--] [----] US-EAST-1 - Root cause: Kinesis contention issue - Impact: [--] AWS services affected including Ring API Gateway CloudWatch - Duration: Several hours with some services restoring past 1:20 AM ET [--]. June [--] [----] US-EAST-1 - Root cause: Capacity management bug in fleet handling - Impact: 100+ services hit (Lambda API"  
[X Link](https://x.com/clovistb/status/2007326589839642738)  2026-01-03T05:42Z [---] followers, [---] engagements


"Unpopular opinion: Adding comments on code is unprofessional"  
[X Link](https://x.com/clovistb/status/2007427223632941098)  2026-01-03T12:22Z [---] followers, [---] engagements


"5 MANDATORY STEPS TO SECURE THE TERRAFORM STATE FILE Implement these five essential steps to keep the state file protected [--] Store the State File Remotely Use remote backends like: AWS S3 (+ DynamoDB for locking) Azure Blob Storage Google Cloud Storage (GCS) [--] Prevent Concurrent Modifications Avoid this by enabling state locking: AWS S3 Use DynamoDB table for state locks GCS Backend Locking is built-in Terraform Cloud Provides automatic locking [--] Encrypt & Version the State File The state file contains sensitive data. Encrypt at rest Encrypt in transit Enable versioning [--] Implement Disaster"  
[X Link](https://x.com/clovistb/status/2007514289318342932)  2026-01-03T18:07Z [---] followers, [---] engagements


"@FabrizioRomano Malian goalkeeper played a great role for this qualification"  
[X Link](https://x.com/clovistb/status/2007584838904144262)  2026-01-03T22:48Z [---] followers, [---] engagements


"@Synapse_feeds You are welcome @Synapse_feeds Thank you for checking out"  
[X Link](https://x.com/clovistb/status/2007638300367208822)  2026-01-04T02:20Z [---] followers, [--] engagements


"@Synapse_feeds Feels like agent bedrocks are built more for enterprise production. Curious to hear ral world feedback"  
[X Link](https://x.com/clovistb/status/2007767555386257560)  2026-01-04T10:54Z [---] followers, [--] engagements


"@karanjagtiani04 Access control is handled with Transit Gateway route tables. Each environment (sandbox dev prod) has its own TGW route table. Thank you for checking"  
[X Link](https://x.com/clovistb/status/2007836357624988130)  2026-01-04T15:27Z [---] followers, [--] engagements


"Cloud makes everyone feel like a hero until the abstraction breaks And when it does some people keep refreshing the OCI console While others are already knee-deep in flow logs routes and TCP/IP"  
[X Link](https://x.com/clovistb/status/2007995537761636531)  2026-01-05T02:00Z [---] followers, [---] engagements


"*********** TIP FOR AWS EC2 USERS ************** When working with EC2 instances many people stop them to save cost. But have you considered using Hibernate instead Stop shuts down the instance and clears everything from memory. The next time you start it the operating system will boot from scratch and all running applications or in-memory caches are gone. Hibernate saves the contents of memory (RAM) to your EBS root volume and then powers off the instance. When you start it again the system resumes exactly where it left off. No need to wait for a full reboot or reload data into memory. The"  
[X Link](https://x.com/clovistb/status/2008116269925421534)  2026-01-05T10:00Z [---] followers, [---] engagements


"@bayer04_en You must double his salary"  
[X Link](https://x.com/clovistb/status/2008242029428433095)  2026-01-05T18:19Z [---] followers, [---] engagements


"@nocontextfooty This is a red card"  
[X Link](https://x.com/clovistb/status/2008243365951991914)  2026-01-05T18:25Z [---] followers, [----] engagements


"@TfrmTheSev Just leave him . He doesnt know the story behind Patrice Lumumba "  
[X Link](https://x.com/clovistb/status/2008699772711170342)  2026-01-07T00:38Z [---] followers, [----] engagements


"@ElhadjiKandji1 Le Mali va battre le senegal"  
[X Link](https://x.com/clovistb/status/2008703050710741355)  2026-01-07T00:51Z [---] followers, [----] engagements


"@fromcodetocloud 4: oracle mssql redis and postgress"  
[X Link](https://x.com/clovistb/status/2008863074175046015)  2026-01-07T11:27Z [---] followers, [--] engagements


"Please check these release dates before mentioning [--] years of experience on your resume: Microsoft Azure: [----] CloudFormation: [----] Jenkins: [----] Travis CI: [----] CircleCI: [----] SaltStack: [----] OpenShift: [----] Mesos: [----] Ansible: [----] Prometheus: [----] Docker: [----] Kubernetes: [----] Grafana: [----] Terraform: [----] GitLab CI: [----] HashiCorp Vault: [----] #DevOps #JobTips https://twitter.com/i/web/status/2009090168750330330 https://twitter.com/i/web/status/2009090168750330330"  
[X Link](https://x.com/clovistb/status/2009090168750330330)  2026-01-08T02:29Z [---] followers, [---] engagements


"@Param_eth Vibe coding is a definitely the word of the year on X"  
[X Link](https://x.com/clovistb/status/2009142612658442560)  2026-01-08T05:58Z [---] followers, [--] engagements


"You are not a Platform Engineer if you have never translated client desires into technical requirements. Building infrastructure after someone else already made all the decisions is just an execution. Platform engineering starts before Terraform AWS or Kubernetes. #aws #CloudComputing #iac https://twitter.com/i/web/status/2009203431391809781 https://twitter.com/i/web/status/2009203431391809781"  
[X Link](https://x.com/clovistb/status/2009203431391809781)  2026-01-08T10:00Z [---] followers, [---] engagements


"@brankopetric00 Its true but having a certification is not sign of incompetence"  
[X Link](https://x.com/clovistb/status/2009224990378611059)  2026-01-08T11:25Z [---] followers, [----] engagements


"Stop overthinking about cluster security. If you are not aware it is simply the 4C model: Cloud: IAM network account isolation Cluster: RBAC API server access etcd node security Container: images runtime least privilege Code: application logic secrets dependencies That is it. Master the 4C and you understand cluster security. #kubernetes #CloudComputing #security https://twitter.com/i/web/status/2009988889860075641 https://twitter.com/i/web/status/2009988889860075641"  
[X Link](https://x.com/clovistb/status/2009988889860075641)  2026-01-10T14:01Z [---] followers, [---] engagements


"WHY THE NUMBER [--] WHAT ROUTE [--] REALLY MEANS If you have used Amazon Route [--] you know it is AWSs DNS service. But why the number [--] Port [--] is the default port used by DNS. DNS is the protocol that translates human-readable domain names like " into machine-readable IP addresses. So when AWS built a scalable DNS web service they named it Route [--]. A clever nod to the port number DNS relies on. Just like: - HTTP: Port [--] - HTTPS: Port [---] - DNS: Port [--] So ROUTE [--] is more than a name. It is a hat tip to the core of how the internet routes your requests. #AWS #Route53 #DNS http://example.ca"  
[X Link](https://x.com/clovistb/status/2010019898907345076)  2026-01-10T16:04Z [---] followers, [---] engagements


"⛔⛔STOP MAKING THIS CONFUSION⛔⛔ ❌Your Kubernetes manifest files do not live in your cluster. ☑They live on your local computer. When you run kubectl apply -f Kubernetes does not store your YAML file. - kubectl reads your manifest locally - It sends the content to the API server - The API server validates it and creates an API object - That API object is stored in etcd the clusters source of truth So what lives in the cluster is not a file but an object. This object contains: - your desired state (spec) - system-generated metadata (UID creation time resourceVersion owner references) - runtime"  
[X Link](https://x.com/clovistb/status/2010450941321809979)  2026-01-11T20:37Z [---] followers, [---] engagements


"*** KUBERNETES TIPS *** I saw a senior engineer design a solid architecture and still fail because of one fatal mistake. Database nodes were scheduled randomly. They all ended up in the same Availability Zone. When that AZ went down the entire application went down with it. High availability isnt a feature"  
[X Link](https://x.com/clovistb/status/2011161769033568475)  2026-01-13T19:41Z [---] followers, [---] engagements


"Try and let me know"  
[X Link](https://x.com/clovistb/status/2011411171778371860)  2026-01-14T12:12Z [---] followers, [---] engagements


"@NgongOliver I am looking to connect with Cameroonians. They are too rare here"  
[X Link](https://x.com/clovistb/status/2011911274523656246)  2026-01-15T21:20Z [---] followers, [---] engagements


"One thing ChatGPT still cant do: create a .md file. Try it and let me know"  
[X Link](https://x.com/clovistb/status/2011928838263996526)  2026-01-15T22:29Z [---] followers, [---] engagements


"Day 1: Transportation Management Platform project I am starting a design of a real project I worked on. The purpose of this project was to build and maintain a Transportation Asset Management Platform used by civil engineers to inspect track and manage critical infrastructure. Application overview The platform is built around three core components: - Network: secure private and integrated with existing enterprise infrastructure - Compute: application servers running on EC2 - Database: a private SQL database storing inspection and asset data My responsibility My role was to design and build"  
[X Link](https://x.com/clovistb/status/2012464916511535502)  2026-01-17T10:00Z [----] followers, [----] engagements


"Launching a new Linux EC2 from a running instance is easy. You can just create an AMI and everything works. But with Windows EC2 its different. The instance may launch fine but when you try to RDP youll see: Password is not available. Please wait at least [--] minutes after launching an instance before trying to retrieve the auto-generated password. Even after waiting the password never shows up. The reason: Windows requires a few extra prep steps before creating an AMI. You need to: [--] Clean temporary files & event logs [--] Configure the EC2 Launch agent to generate a random password [--] Run sysprep"  
[X Link](https://x.com/clovistb/status/2012508334671224894)  2026-01-17T12:52Z [---] followers, [---] engagements


"@devops_nk Congratulations @devops_nk"  
[X Link](https://x.com/clovistb/status/2012859577969115496)  2026-01-18T12:08Z [---] followers, [--] engagements


"Day 2: CONVERTING CLIENT DESIRES INTO ARCHITECTURAL DESIGN This was about translation not implementation. The client didnt ask for AWS services. They described how the system should behave: availability security isolation scalability and cost control. My job was to convert those desires into concrete architectural decisions and preselect AWS tools that could support them. To do that I mapped each client requirement to: - a design principle (multi-AZ private by default isolation automation) - and a small set of AWS services that are proven enterprise-ready and auditable. This exercise gave me"  
[X Link](https://x.com/clovistb/status/2012875399194169730)  2026-01-18T13:11Z [---] followers, [----] engagements


"@devops_nk @Infosys Congratulations"  
[X Link](https://x.com/clovistb/status/2013265210853802390)  2026-01-19T15:00Z [---] followers, [--] engagements


"Day [--] Walking Through the Architecture Today was about walking through the system resource by resource 1User traffic Users connect over HTTPS (443) TLS terminates at the Load Balancer Traffic is forwarded via a Target Group 2Compute Requests land on ECS (EC2 launch type) Capacity is provided by an ASG EC2 (Windows Server 19) runs the application Instances are replaceable 3Application Business logic lives in the app layer The application is the only component allowed to access the database 4Admin access Admins connect through a Site-to-Site VPN Traffic enters the VPC via the Transit Gateway No"  
[X Link](https://x.com/clovistb/status/2014819740011700636)  2026-01-23T21:57Z [----] followers, [----] engagements


"@JoyceMusoh @Raynerdtech Tech woman"  
[X Link](https://x.com/clovistb/status/2015870614121206070)  2026-01-26T19:33Z [----] followers, [--] engagements


"@ksubramanyaa Thanks for your support @ksubramanyaa"  
[X Link](https://x.com/clovistb/status/2016156422539502070)  2026-01-27T14:28Z [----] followers, [--] engagements


"Pods communication in Kubernetes Pod A on Node [--] wants to communicate with Pod B on Node [--] using Service B. Lets see how that works. Step [--] Pod A resolves the DNS name of Service B to its ClusterIP using CoreDNS. Step [--] Pod A sends a packet to Service Bs ClusterIP. The packet leaves Pod A and reaches Node [--]. Step [--] On Node [--] kube-proxy rules (iptables/IPVS) match the ClusterIP and rewrite the destination from the Service IP to Pod Bs Pod IP. Step [--] The packet is now destined for Pod Bs Pod IP so the cluster network (CNI) routes it to Node [--]. Step [--] On Node [--] the packet is delivered into Pod"  
[X Link](https://x.com/clovistb/status/2007441423633695142)  2026-01-03T13:18Z [----] followers, [---] engagements


"------ KUBERNETES TIPS ------ ⛔Bad affinity and tolerations dont just break scheduling. They kill your cloud budget. ⛔Pods cant land on existing nodes Cluster Autoscaler adds more. ⛔Hard affinity / anti-affinity [--] pod per node. ⛔Forgotten tolerations workloads stuck more EC2s to fix it. ☑Nothing crashes. ☑Everything looks green. 😭Only the AWS bill screams. #AWS #kubernetes https://twitter.com/i/web/status/2010910130053828662 https://twitter.com/i/web/status/2010910130053828662"  
[X Link](https://x.com/clovistb/status/2010910130053828662)  2026-01-13T03:01Z [----] followers, [---] engagements


"DAY 4: SUBNETS CIDR ALLOCATION Today is about subnet sizing. CIDR blocks were allocated per tier based on how each tier scales and behaves. Some tiers need room to grow. Others dont. Key decisions: - Load Balancer (/26) Load balancers consume IPs dynamically (multiple ENIs scaling failover). This tier must never fail due to IP exhaustion. - Application (/26) This is the primary scaling surface (Auto Scaling rolling deployments). - Database File System AD TGW (/28) These tiers dont scale by instance count. Smaller subnets keep routing tight. All subnets were allocated across [--] AZs with"  
[X Link](https://x.com/clovistb/status/2013864157796332009)  2026-01-21T06:40Z [----] followers, [---] engagements


"ONE OF THE MOST UNDERRATED AWS RESOURCES: THE ENI (Elastic Network Interface) Many people think EC2 ALB or RDS have IP addresses. That is wrong. These resources do not own IP addresses. An ENI is the resource that owns IP addresses. What is an ENI An ENI is a virtual network card inside a VPC. It is the object that connects a resource to the network. An ENI owns: private IP addresses MAC address security groups a subnet and Availability Zone Resources dont get IPs. They attach to ENIs. Important detail You almost never create ENIs yourself. ENIs are: automatically created when you create a"  
[X Link](https://x.com/clovistb/status/2014029839729152015)  2026-01-21T17:38Z [----] followers, [---] engagements


"DAY 5: TRANSPORTATION MGMNT PLATFORM PROJECT SECURITY GROUPS: ENFORCING ACCESS CONTROL 📅Today was about defining who is allowed to talk to whom. Security Groups were designed around access paths: 💠Internet Load Balancer HTTPS (443) only 💠Load Balancer Application tier Application port (443 / 8080) 💠Admin access (Enterprise VPN) Application tier SSH / RDP (22 / 3389) 💠Application tier Database tier SQL Server (1433) 💠Application tier File System tier SMB (445) ❌Direct admin access to the database is not allowed. ☑The application tier is the only approved path to the data layer. #AWS"  
[X Link](https://x.com/clovistb/status/2014171021113172002)  2026-01-22T02:59Z [----] followers, [---] engagements


"Kubernetes challenge. Real world scenario You are designing a notification system for a flash-sale e-commerce site. Requirements: - Traffic spikes from [--] to 100k requests/second in [--] seconds - Event duration: [--] minutes once a week - Must have exactly-once delivery semantics where possible Option A: Kubernetes You are designing a notification system for a flash-sale e-commerce site. Requirements: - Traffic spikes from [--] to 100k requests/second in [--] seconds - Event duration: [--] minutes once a week - Must have exactly-once delivery semantics where possible Option A: Kubernetes"  
[X Link](https://x.com/clovistb/status/2015827405751857578)  2026-01-26T16:41Z [----] followers, [---] engagements


"Who is the developer"  
[X Link](https://x.com/clovistb/status/2016083783410147360)  2026-01-27T09:40Z [----] followers, [---] engagements


"Day 8: TPT PROJECT TRADE OFF: WHY I DID NOT USE FIREWALLS FOR THIS PROJECT I made a deliberate choice not to deploy a firewall and to rely on Security Groups instead. Heres why 👇 1Traffic paths are already tightly controlled - No open east-west traffic - No public access to app or database tiers - Clear routes: Internet ALB App DB Admin VPN TGW App A firewall would have duplicated controls already enforced by routing and SGs. 2Security Groups operate at the ENI level - Rules are attached directly to workloads - SG is Stateful by default This matches the applications access model better than"  
[X Link](https://x.com/clovistb/status/2016322447276994720)  2026-01-28T01:28Z [----] followers, [---] engagements


"Goodbye Ingress NGINX Ingress NGINX is being retired in March [----]. After this date no security patches or bugfixes will be issued. Plan your migration to Gateway API or a supported controller now. Read the retirement guide: https://t.co/GlwrAYAVRv Ingress NGINX is being retired in March [----]. After this date no security patches or bugfixes will be issued. Plan your migration to Gateway API or a supported controller now. Read the retirement guide: https://t.co/GlwrAYAVRv"  
[X Link](https://x.com/clovistb/status/2016363644645191756)  2026-01-28T04:12Z [----] followers, [---] engagements


"@elonmusk @waitbutwhy What does this mean"  
[X Link](https://x.com/clovistb/status/2016691585329570094)  2026-01-29T01:55Z [----] followers, [--] engagements


"My first programming language was Turbo Pascal. What was yours"  
[X Link](https://x.com/clovistb/status/2016707464498913788)  2026-01-29T02:58Z [----] followers, [---] engagements


"With a single command the entire kubernetes cluster is provisioned and bootstrapped in just a few minutes. From infrastructure creation to control plane initialization and worker node joining http://x.com/i/article/2016730215104294912 http://x.com/i/article/2016730215104294912"  
[X Link](https://x.com/clovistb/status/2016743159724675146)  2026-01-29T05:20Z [----] followers, [----] engagements


"Are you planning to go far in Kubernetes ❌Stop learning it on easy mode. ✅Build a real kubeadm cluster (control plane + worker) 👉Deploy an app expose it with Ingress and load balancer. 👉Persist data with a real StorageClass + PVC 👉Encrypt Secrets (not base64) If youre struggling to build a cluster click the link below and install it with a single command. #kubernetes #DevOps https://t.co/87YRTCysWm https://t.co/87YRTCysWm"  
[X Link](https://x.com/clovistb/status/2016987987096039432)  2026-01-29T21:33Z [----] followers, [---] engagements


"I dont know if this is an unpopular opinion but I keep seeing it: at school and at work PEOPLE with a strong understanding of PYTHON often go FAR"  
[X Link](https://x.com/clovistb/status/2017175441266614775)  2026-01-30T09:57Z [----] followers, [--] engagements


"@devops_nk The first aws resource to learn"  
[X Link](https://x.com/clovistb/status/2017180928213127397)  2026-01-30T10:19Z [----] followers, [---] engagements


"@Pravin_builds Exactly. Thats how I started. I built it destroyed it and rebuilt it every day. Today I can spin up a cluster in [--] minutes and switch versions anytime I want"  
[X Link](https://x.com/clovistb/status/2017190322728468743)  2026-01-30T10:57Z [----] followers, [--] engagements


"@Python_Dv The answer is B After splitting a string we have a list"  
[X Link](https://x.com/clovistb/status/2017407208992944389)  2026-01-31T01:18Z [----] followers, [----] engagements


"1Docker Engine Docker is a full container platform: build run push networking CLI. ✅Its amazing for developers and CI pipelines. 🚫Docker is not Kubernetes-native anymore. Kubernetes removed Docker shim so Docker is no longer recommended as a runtime for prod clusters. 👉 Use Docker for: Local development CI/CD Learning containers"  
[X Link](https://x.com/clovistb/status/2017460933509992604)  2026-01-31T04:52Z [----] followers, [--] engagements


"2containerd containerd is the runtime extracted from Docker and designed to run containers reliably and efficiently. ✅It talks directly to Kubernetes via CRI. ✅No extra features no UI just containers. This is why most managed Kubernetes services use it by default. 👉 Use containerd for: Production Kubernetes clusters When you want stability over hype https://twitter.com/i/web/status/2017460936001413530 https://twitter.com/i/web/status/2017460936001413530"  
[X Link](https://x.com/clovistb/status/2017460936001413530)  2026-01-31T04:52Z [----] followers, [--] engagements


"@mischavdburg If developers need tickets for everything you didnt build a platform. you built a bottleneck"  
[X Link](https://x.com/clovistb/status/2017562740152324341)  2026-01-31T11:36Z [----] followers, [--] engagements


"@NgongOliver Great I have never seen your tech contents"  
[X Link](https://x.com/clovistb/status/2017710415396909443)  2026-01-31T21:23Z [----] followers, [--] engagements


"@firstladyships Unpopular opinion"  
[X Link](https://x.com/clovistb/status/2017714731264376950)  2026-01-31T21:40Z [----] followers, [--] engagements


"@lloydtheophilus Managed Kubernetes is great for speed but Kubernetes The Hard Way builds real confidence. Understanding the control plane etcd certs and failure modes is what separates users from engineers. Looking forward to your breakdowns ✌"  
[X Link](https://x.com/clovistb/status/2017727777802215818)  2026-01-31T22:32Z [----] followers, [--] engagements


"We memorize almost all Linux directories. As Kubernetes engineers we should do the same: master the most useful Kubernetes folders. ⛔You dont need to memorize them. ✅Use them every day and theyll stick. Below are the core Kubernetes directories every engineer should know 👇 #Kubernetes #DevOps https://twitter.com/i/web/status/2017768457207464027 https://twitter.com/i/web/status/2017768457207464027"  
[X Link](https://x.com/clovistb/status/2017768457207464027)  2026-02-01T01:14Z [----] followers, [---] engagements


"CORE KUBERNETES CONFIG */etc/kubernetes/ Main Kubernetes configuration directory (created by kubeadm). */etc/kubernetes/manifests/ Contains static Pod manifests (API server controller-manager scheduler etcd). */etc/kubernetes/pki/ Stores TLS certificates and keys used by control plane components. */etc/kubernetes/admin.conf kubeconfig for the admin user. */etc/kubernetes/scheduler.conf kubeconfig for kube-scheduler. */etc/kubernetes/controller-manager.conf kubeconfig for kube-controller-manager. */etc/kubernetes/kubelet.conf kubeconfig for kubelet"  
[X Link](https://x.com/clovistb/status/2017768460378427894)  2026-02-01T01:14Z [----] followers, [--] engagements


"ETCD DATA */var/lib/etcd/ Directory where etcd stores the cluster state database. */etc/kubernetes/pki/etcd/ etcd certificates (ca.crt server.crt peer.crt etc.). KUBELET AND CONTAINER RUNTIME */var/lib/kubelet/ Main kubelet directory. */var/lib/kubelet/config.yaml Current kubelet configuration. */var/lib/kubelet/pods/ One subdirectory per running Pod. */var/lib/containerd/ Container runtime (containerd) data. */var/run/containerd/containerd.sock containerd socket file. https://twitter.com/i/web/status/2017768462785945900 https://twitter.com/i/web/status/2017768462785945900"  
[X Link](https://x.com/clovistb/status/2017768462785945900)  2026-02-01T01:14Z [----] followers, [--] engagements


"NETWORK AND CNI PLUGINS */etc/cni/net.d/ Configuration files for CNI plugins. */opt/cni/bin/ Actual CNI plugin binaries. */var/lib/cni/ Runtime state and cache for CNI. LOGS AND JOURNALS */var/log/containers/ Logs for each container. */var/log/pods/ Pod-specific logs. */var/log/kubelet.log Legacy location for kubelet logs. *journalctl -u kubelet View kubelet logs. *journalctl -u kube-apiserver View API server logs. https://twitter.com/i/web/status/2017768464853729436 https://twitter.com/i/web/status/2017768464853729436"  
[X Link](https://x.com/clovistb/status/2017768464853729436)  2026-02-01T01:14Z [----] followers, [--] engagements


"@ksubramanyaa Cameroun"  
[X Link](https://x.com/clovistb/status/2017776839834407351)  2026-02-01T01:47Z [----] followers, [--] engagements


"In my free time I listen to to reggae. Especially Lucky Dube a reggae legend"  
[X Link](https://x.com/clovistb/status/2018086575234568250)  2026-02-01T22:18Z [----] followers, [---] engagements


"@thecodebabe @outreachy I was a student and did a [--] month Internship at Orange Cameroun . I was paid [-------] x [--] =600.000 XAF. Which was a lot of money"  
[X Link](https://x.com/clovistb/status/2018346200060014791)  2026-02-02T15:30Z [----] followers, [---] engagements


"Is it possible to learn Cloud using only free tiers - Creating a VPC is free IGW NAT Gateway Elastic IP are not. - EC2 free tier exists EBS volumes still cost money. - Kubernetes hostPath is free real StorageClasses in the cloud are not. - Cloud DB free tiers exist no HA no backups limited features. What did I miss Free tiers only help you learn concepts. #CloudComputing #aws"  
[X Link](https://x.com/clovistb/status/2018374695142240415)  2026-02-02T17:23Z [----] followers, [----] engagements


"This is a real configuration drift youll face in production. Terraform defines the infrastructure. AWS resources handle scaling. Can you fix it You are managing an Auto Scaling Group (ASG) with Terraform. Terraform sets desired_capacity = [--]. During the day the ASG scales up to [--] due to load. The next time you run terraform apply for a totally different change (e.g. security group) Terraform tries to force the You are managing an Auto Scaling Group (ASG) with Terraform. Terraform sets desired_capacity = [--]. During the day the ASG scales up to [--] due to load. The next time you run terraform"  
[X Link](https://x.com/clovistb/status/2018495598333211107)  2026-02-03T01:23Z [----] followers, [---] engagements


"We use Linux network commands every day But few know what their abbreviations mean. Knowing the abbreviation tells you what the command does and thats how you start mastering Linux. For example: - lsof List Open Files - ss Socket Statistics - ping Packet Internet Groper - dig Domain Information Groper - curl Client URL I created a quick cheat sheet that explains: ✅ the full form of each Linux network command ✅ what it does #Linux #DevOps #Networking https://twitter.com/i/web/status/2018655712214122854 https://twitter.com/i/web/status/2018655712214122854"  
[X Link](https://x.com/clovistb/status/2018655712214122854)  2026-02-03T12:00Z [----] followers, [---] engagements


"@RDarrylR Code build is Powerful if you are working on aws"  
[X Link](https://x.com/clovistb/status/2018842666138480868)  2026-02-04T00:22Z [----] followers, [--] engagements


"Thank you for @Pranj_Sometimes for checking out. I didnt dig too deep into [----] [----]. I spent more time looking at stable changes from [----] [----] since thats what Im running now. One big change: you can resize Pod resources in place without restarting the Pod. Thats a major shift for day-2 operations. I wrote a post breaking it down . feel free to check it out 👇 Kubernetes v1.35 just introduced a new stable feature: in-place Pod resource resize. Before: If you changed CPU or memory of a running pod Kubernetes had to delete and recreate the Pod. That meant restart the pod. Now (v1.35): You can"  
[X Link](https://x.com/clovistb/status/2019118613941170492)  2026-02-04T18:39Z [----] followers, [--] engagements


"Unpopular opinion DevOps is not about tools its about collaboration. But without mastering tools no one will hire you. There is an old debate about the DevOps career path. 1Some believe a good DevOps engineer is not defined by tools. The focus should be on fundamentals: - systems thinking - reliability scalability - trade-offs - collaboration. 2Others believe a good DevOps https://t.co/ZvjTL5dHzM There is an old debate about the DevOps career path. 1Some believe a good DevOps engineer is not defined by tools. The focus should be on fundamentals: - systems thinking - reliability scalability -"  
[X Link](https://x.com/clovistb/status/2019406943228686351)  2026-02-05T13:45Z [----] followers, [---] engagements


"After creating your subnets how do you make one public or private ⛔Theres no public or private checkbox. ✅Its all about the route table 👇 1Public subnet - Attach an Internet Gateway (IGW) to the VPC - Associate the subnet with a route table that has: 0.0.0.0/0 IGW 2Private subnet - Associate the subnet with a route table that has NO IGW route - For outbound internet (Optional): 0.0.0.0/0 NAT Gateway (NAT must be in a public subnet) Rule to remember: ✅ IGW route = public ✅ NAT route = private (outbound only) If you found this useful share your setup 👇 #CloudComputing #DevOps"  
[X Link](https://x.com/clovistb/status/2019712682195136852)  2026-02-06T10:00Z [----] followers, [----] engagements


"@asynctrix I found your account and you are doing a great job"  
[X Link](https://x.com/clovistb/status/2019736773363188174)  2026-02-06T11:35Z [----] followers, [---] engagements


"Heres the list of ports you must open when building a kubeadm cluster on AWS 👇 Control Plane 6443/TCP Kubernetes API Server 23792380/TCP etcd client & peer 10250/TCP Kubelet API 10257/TCP kube-controller-manager 10259/TCP kube-scheduler Worker Nodes 10250/TCP Kubelet API 3000032767/TCP NodePort Services Networking (CNI) 8472/UDP VXLAN (Flannel / Cilium VXLAN) Ops 22/TCP SSH (lock this down) If this helped share it or 👇 #Kubernetes #DevOps https://t.co/87YRTCysWm https://t.co/87YRTCysWm"  
[X Link](https://x.com/clovistb/status/2019739465321697543)  2026-02-06T11:46Z [----] followers, [---] engagements


"As DevOps or Cloud engineers you create route tables every day. Do you understand a route table synthax - Destination = where the packet wants to go - Target = where AWS sends it next 0.0.0.0/0 IGW👇 If traffic is going to the internet send it to the Internet Gateway. 0.0.0.0/0 NAT👇 If traffic is going to the internet send it to the NAT Gateway. If you find this interesting share it or 💬👇 After creating your subnets how do you make one public or private ⛔Theres no public or private checkbox. ✅Its all about the route table 👇 1Public subnet - Attach an Internet Gateway (IGW) to the VPC -"  
[X Link](https://x.com/clovistb/status/2019782020939833648)  2026-02-06T14:35Z [----] followers, [---] engagements


"Subnet tip: 0.0.0.0/0 NAT is optional. Private subnets dont need NAT to receive traffic from a public Load Balancer. NAT is only required when instances need outbound internet access. After creating your subnets how do you make one public or private ⛔Theres no public or private checkbox. ✅Its all about the route table 👇 1Public subnet - Attach an Internet Gateway (IGW) to the VPC - Associate the subnet with a route table that has: 0.0.0.0/0 https://t.co/eChbEG9kXX After creating your subnets how do you make one public or private ⛔Theres no public or private checkbox. ✅Its all about the route"  
[X Link](https://x.com/clovistb/status/2019821837937701267)  2026-02-06T17:13Z [----] followers, [---] engagements


"@Tihannah13 Mbeumo scored"  
[X Link](https://x.com/clovistb/status/2020145926715621868)  2026-02-07T14:41Z [----] followers, [--] engagements


"@asynctrix These are the foundation of aws"  
[X Link](https://x.com/clovistb/status/2020360465189114146)  2026-02-08T04:54Z [----] followers, [--] engagements


"This is what happens behind the scenes any time you run Terraform Init. [--] Reads your .tf files Terraform scans your config to understand what providers modules and backend you're using. [--] Sets up the backend (S3 Terraform Cloud local etc.) This tells Terraform where to store your state the source of truth for your infrastructure. [--] Connects to the backend and downloads the current state If you're using a remote backend Terraform pulls down the latest state so its working with the most up-to-date info. [--] Checks the backend config It verifies things like bucket names keys and credentials to"  
[X Link](https://x.com/clovistb/status/2020482753670922476)  2026-02-08T13:00Z [----] followers, [----] engagements


"After terraform init lets wrap up terraform validate 1What does terraform validate do - Checks syntax Terraform scans your .tf files to make sure the code is written correctly (missing brackets wrong arguments bad formatting). - Verifies provider usage It validates your resources against installed providers (AWS Azure GCP) and checks that arguments make sense. 2What doesnt it do - No cloud access Runs 100% locally. No API calls. No remote state checks. - No variable values needed No inputs required. It checks structure not runtime values. 3When to run it - Run terraform validate early right"  
[X Link](https://x.com/clovistb/status/2020550846463771099)  2026-02-08T17:30Z [----] followers, [----] engagements


"terraform apply is the only Terraform command that changes infrastructure. Everything before (fmt validate plan) is preparation. 🔍 What happens behind the scenes [--] Terraform reads your code Terraform loads all .tf files to understand: What resources you want How they should look This is the desired state. [--] Terraform loads the state file Terraform reads the state file to know: What already exists Resource IDs (EC2 ID subnet ID etc.) The state file is Terraforms memory. [--] Terraform generates a plan (again) Even if you ran terraform plan before Terraform recalculates the plan to make sure"  
[X Link](https://x.com/clovistb/status/2020984478638760426)  2026-02-09T22:13Z [----] followers, [---] engagements


"Your DevOps interview is going perfectly Until you hear: Share your screen. Create an S3 bucket using Terraform. Total Panic. Not because you dont know Terraform. But because youve only copied pasted and modified it. Use this technique to build infrastructure without support. 👇👇👇👇👇👇👇 You write Terraform every day. -Copying. -Pasting. -Modifying. But one day in an interview the interviewer says: Share your screen. Create one EC2 instance from scratch. If youve never written it without support trust me youll panic. So here are simple https://t.co/cDjmd8m5SC You write Terraform every day."  
[X Link](https://x.com/clovistb/status/2021679480813891852)  2026-02-11T20:15Z [----] followers, [---] engagements


"1/2 Lets talk about the terraform block. The terraform block is where you tell Terraform how to run before it creates anything. It sets: The Terraform version The required providers Where the state file will be stored In simple terms the terraform block prepares Terraform before any resources are created. In the next thread Ill show how to configure Terraform properly for multi-cloud environments. #terraform #devopslife"  
[X Link](https://x.com/clovistb/status/2021928412718186944)  2026-02-12T12:44Z [----] followers, [----] engagements


"2/2 We can configure Terraform to work with multiple cloud providers in the same project. First always pin your Terraform version. This ensures everyone on your team runs the same Terraform engine. Then define each required provider and lock their versions: AWS Azure GCP By doing this Terraform will automatically download the correct provider plugins during terraform init. Important: The terraformblock only declares which providers your project depends on. With this setup one Terraform project can deploy infrastructure across AWS Azure and GCP. #terraform #DevOps"  
[X Link](https://x.com/anyuser/status/2021928420263813477)  2026-02-12T12:44Z [----] followers, [---] engagements


"If you plan to learn Terraform Start with the Terraform blocks. If you understand what each block does: terraform rules provider connection resource creation data read variable input output result module reuse Terraform will make sense for you. I created a full Terraform example and explained each part. You can find it below 👇 #terraform #DevOps https://twitter.com/i/web/status/2021590307909845000 https://twitter.com/i/web/status/2021590307909845000"  
[X Link](https://x.com/clovistb/status/2021590307909845000)  2026-02-11T14:21Z [----] followers, 13.7K engagements


"Happy Sunday to all tech engineers ☀ If youre working remotely this is not for you. You dont know what weekend means anyway 😅"  
[X Link](https://x.com/anyuser/status/2023045258238718258)  2026-02-15T14:42Z [----] followers, [---] engagements


"Terraform tip 👇 Storing your state file in AWS doesnt mean youre deploying to AWS. The backend (where the state lives) is independent from the provider (where resources are created). You can store your state in: S3 Azure Blob GCS Terraform Cloud Even local No dependency between backend and target cloud. #terraform #DevOps https://twitter.com/i/web/status/2022371736818495545 https://twitter.com/i/web/status/2022371736818495545"  
[X Link](https://x.com/clovistb/status/2022371736818495545)  2026-02-13T18:06Z [----] followers, [----] engagements


"Whats the best order to run Terraform commands A) terraform init terraform fmt terraform validate terraform plan B) terraform init terraform validate terraform fmt terraform plan A B A B"  
[X Link](https://x.com/clovistb/status/2021062655340101818)  2026-02-10T03:24Z [----] followers, [----] engagements


"Did you know Terraform creates resources in parallel by default (10 at a time) This can become dangerous. Example Imagine you deploy: - [---] IAM roles - [---] IAM policies - [--] CloudWatch log groups Terraform does NOT create them one by one. It creates up to [--] at the same time. Now heres the issue: - AWS APIs have rate limits. When Terraform sends too many requests too quickly AWS responds with: - ThrottlingException - RequestLimitExceeded - Rate exceeded Terraform retries retries again and again. - Apply takes much longer - Random failures appear - Some resources succeed some fail - Deployment"  
[X Link](https://x.com/anyuser/status/2022638241472549197)  2026-02-14T11:45Z [----] followers, [----] engagements


"If your terraform plan takes 10+ minutes: You dont need a large CPU or memory. You need layered state. Split your infrastructure: - Layer [--] Networking - Layer [--] Data - Layer [--] Compute Smaller state files - Faster plans - Clearer changes - Safer deploys Performance is always an architecture problem. #terraform #DevOps https://twitter.com/i/web/status/2022676875818983694 https://twitter.com/i/web/status/2022676875818983694"  
[X Link](https://x.com/anyuser/status/2022676875818983694)  2026-02-14T14:18Z [----] followers, [----] engagements


"This week I am going to talk about Monitoring. I deployed a real AWS system: - VPC - Application Load Balancer - Target Group - ECS Fargate - Windows RDS Now I will break down how to monitor this system like a real SRE. - Traffic - Errors - Latency - Saturation - Capacity I will walk through real production scenarios: - High latency low errors - Memory slowly climbing - CPU normal but users complaining - Healthy targets These come from real incidents. Stay tuned #SRE #DevOps https://twitter.com/i/web/status/2023236796402774086 https://twitter.com/i/web/status/2023236796402774086"  
[X Link](https://x.com/anyuser/status/2023236796402774086)  2026-02-16T03:23Z [----] followers, [----] engagements


"blocks in terraform explained /part [--] [--] - What is a data block A data block in Terraform is used to look up information that already exists in your cloud provider. It does not create anything. It only asks the provider: Give me details about this existing resource. [--] - Why do we use it We use it because in real projects: - Some infrastructure already exists - Other teams may have created it - Cloud providers publish resources (like AMIs) - IDs change between environments Instead of hardcoding values we let Terraform search and retrieve them dynamically. [--] - How do we use it Basic structure:"  
[X Link](https://x.com/clovistb/status/2022279592971817088)  2026-02-13T12:00Z [----] followers, [----] engagements


"I spoke with a developer at a large financial company. He told me hes never even heard of Claude. Some engineers are still doing real work:"  
[X Link](https://x.com/anyuser/status/2022780990586757415)  2026-02-14T21:12Z [----] followers, [---] engagements


"@brankopetric00 Deleting a prod with one click is just a design failure"  
[X Link](https://x.com/clovistb/status/2023214304036622416)  2026-02-16T01:54Z [----] followers, [--] engagements


"@brankopetric00 Downtime is not the end of the world "  
[X Link](https://x.com/clovistb/status/2023257126265630840)  2026-02-16T04:44Z [----] followers, [--] engagements


"This week I am going to talk about Monitoring. I deployed a real AWS system: - VPC - Application Load Balancer - Target Group - ECS Fargate - Windows RDS Now I will break down how to monitor this system like a real SRE. - Traffic - Errors - Latency - Saturation - Capacity I will walk through real production scenarios: - High latency low errors - Memory slowly climbing - CPU normal but users complaining - Healthy targets These come from real incidents. Stay tuned #SRE #DevOps https://twitter.com/i/web/status/2023236796402774086 https://twitter.com/i/web/status/2023236796402774086"  
[X Link](https://x.com/anyuser/status/2023236796402774086)  2026-02-16T03:23Z [----] followers, [----] engagements


"X went down for hours. You the user took patience. They fixed it. But in your company with [----] users youre building: - Multi-region - Global CDN - Zero-downtime promises Downtime is not the end of the world. For most businesses its an inconvenience not a disaster. Design based on business impact. - Not fear. - Not ego. Reliability is fine but over-engineering is expensive"  
[X Link](https://x.com/anyuser/status/2023417850619109843)  2026-02-16T15:23Z [----] followers, [---] engagements


"SRE vs DevOps vs Platform Engineer 1DevOps DevOps is about collaboration and automation. The goal: Deploy software faster and safer. DevOps engineers build CI/CD pipelines automate infrastructure and improve the deployment process. They ask: How can we release faster without breaking things 🚗 Think of DevOps as the car driver. They focus on moving fast and reaching the destination. 2SRE SRE focuses on reliability. The goal: Keep the system stable and available. SRE engineers monitor latency errors traffic and system health. They ask: How can we reduce outages and keep users happy 🔧 Think of"  
[X Link](https://x.com/anyuser/status/2023405534381015387)  2026-02-16T14:34Z [----] followers, [---] engagements


"If CPU is low Memory is stable BUT TargetResponseTime increases suddenly What could be happening"  
[X Link](https://x.com/anyuser/status/2023133843721531858)  2026-02-15T20:34Z [----] followers, [---] engagements


"Answer👇 The state file is created after terraform apply Dont overthink After which action is the Terraform state file created After which action is the Terraform state file created"  
[X Link](https://x.com/anyuser/status/2023097070647996492)  2026-02-15T18:08Z [----] followers, [---] engagements


"After which action is the Terraform state file created Terraform init Terraform apply Terraform state Terraform init Terraform apply Terraform state"  
[X Link](https://x.com/anyuser/status/2022717072887726117)  2026-02-14T16:58Z [----] followers, [---] engagements


"Happy Sunday to all tech engineers ☀ If youre working remotely this is not for you. You dont know what weekend means anyway 😅"  
[X Link](https://x.com/anyuser/status/2023045258238718258)  2026-02-15T14:42Z [----] followers, [---] engagements


"❌Terraform doesnt roll back automatically If terraform apply fails at 70% Terraform will not undo what was already created. You will end up with: - Half-created infrastructure - State file already updated 👉 In case of doubt always run terraform plan after terraform apply to verify everything matches"  
[X Link](https://x.com/anyuser/status/2023014023428444415)  2026-02-15T12:38Z [----] followers, [---] engagements


"If your app: - Can be down for [--] hours - Can tolerate [--] minutes of data loss - Serves about [---] users Then regular backups and a tested restore process might be enough. You dont need: - Multi-region active - Global load balancing - Cross-region clusters #AWS #Cloud #SRE"  
[X Link](https://x.com/anyuser/status/2023004989380063562)  2026-02-15T12:02Z [----] followers, [---] engagements


"Maturity in DevOps is when you realize this: Terraform Pulumi CloudFormation and other IaC tools bring value when youre dealing with: - Multiple environments - Reproducibility - Large teams - Scalable infrastructure You cannot spend hours writing modules variables remote state and backends. Just to launch one temporary EC2. #terraform #DevOps"  
[X Link](https://x.com/anyuser/status/2022711273650053204)  2026-02-14T16:35Z [----] followers, [----] engagements


"If your terraform plan takes 10+ minutes: You dont need a large CPU or memory. You need layered state. Split your infrastructure: - Layer [--] Networking - Layer [--] Data - Layer [--] Compute Smaller state files - Faster plans - Clearer changes - Safer deploys Performance is always an architecture problem. #terraform #DevOps https://twitter.com/i/web/status/2022676875818983694 https://twitter.com/i/web/status/2022676875818983694"  
[X Link](https://x.com/anyuser/status/2022676875818983694)  2026-02-14T14:18Z [----] followers, [----] engagements


"I spoke with a developer at a large financial company. He told me hes never even heard of Claude. Some engineers are still doing real work:"  
[X Link](https://x.com/anyuser/status/2022780990586757415)  2026-02-14T21:12Z [----] followers, [---] engagements


"Did you know Terraform creates resources in parallel by default (10 at a time) This can become dangerous. Example Imagine you deploy: - [---] IAM roles - [---] IAM policies - [--] CloudWatch log groups Terraform does NOT create them one by one. It creates up to [--] at the same time. Now heres the issue: - AWS APIs have rate limits. When Terraform sends too many requests too quickly AWS responds with: - ThrottlingException - RequestLimitExceeded - Rate exceeded Terraform retries retries again and again. - Apply takes much longer - Random failures appear - Some resources succeed some fail - Deployment"  
[X Link](https://x.com/anyuser/status/2022638241472549197)  2026-02-14T11:45Z [----] followers, [----] engagements


"2/2 We can configure Terraform to work with multiple cloud providers in the same project. First always pin your Terraform version. This ensures everyone on your team runs the same Terraform engine. Then define each required provider and lock their versions: AWS Azure GCP By doing this Terraform will automatically download the correct provider plugins during terraform init. Important: The terraformblock only declares which providers your project depends on. With this setup one Terraform project can deploy infrastructure across AWS Azure and GCP. #terraform #DevOps"  
[X Link](https://x.com/anyuser/status/2021928420263813477)  2026-02-12T12:44Z [----] followers, [---] engagements

Limited data mode. Full metrics available with subscription: lunarcrush.com/pricing

@tclovisbern Avatar @tclovisbern tsopgo clovis

tsopgo clovis posts on X about azure, cloud, if you, target the most. They currently have [-----] followers and [---] posts still getting attention that total [------] engagements in the last [--] hours.

Engagements: [------] #

Engagements Line Chart

  • [--] Week [------] +231%
  • [--] Month [------] +210%
  • [--] Year [------] +12,009%

Mentions: [--] #

Mentions Line Chart

Followers: [-----] #

Followers Line Chart

  • [--] Week [-----] +4.80%
  • [--] Month [-----] +54%
  • [--] Year [-----] +559%

CreatorRank: [-------] #

CreatorRank Line Chart

Social Influence

Social category influence technology brands countries finance celebrities stocks currencies travel destinations social networks

Social topic influence azure #472, cloud, if you, target #1184, this is, ip, unpopular opinion, command, at a, in the

Top accounts mentioned or mentioned by @devopsnk @fabrizioromano @brankopetric00 @asynctrix @invisiblemab @synapsefeeds @ngongoliver @ksubramanyaa @twtayaan @nouranefoster @anniepayep @euro2024 @loupdelameute @ttentomushi @gauz04 @devjns @aws @azure @googlecloud @karanjagtiani04

Top assets mentioned NULS (NULS) Alphabet Inc Class A (GOOGL) Microsoft Corp. (MSFT)

Top Social Posts

Top posts by engagements in the last [--] hours

"@nouranefoster Cest une bonne ide. Tout ce qui peut rsoudre le problme de chmage dans ce pays est le bienvenu"
X Link 2023-12-06T10:31Z [--] followers, [--] engagements

"@AnniePayep [--] ans beaucoup de femmes ont dj deux enfants. Sadio a fait le bon choix"
X Link 2024-01-10T03:22Z [--] followers, [--] engagements

"Le Sngal est meilleur en Afrique pour le moment"
X Link 2024-01-20T07:57Z [--] followers, [--] engagements

"Onana nest pas aussi fort que Mendy. #AFCON2023"
X Link 2024-01-20T08:03Z [--] followers, [--] engagements

"Jai cru un moment que le Sngal tait un peuple mature Mais hlas"
X Link 2024-02-02T01:08Z [--] followers, [--] engagements

"Les rsultas de la green card seront disponibles en Mai. [----] familles camerounaises devraient quitter le pays pour les USA "
X Link 2024-02-03T23:04Z [--] followers, [--] engagements

"Tout son honneur. Bloquer [--] tirs au buts. Mme les meilleurs gardiens quon connat ne lont pas fait. #AfCON2023"
X Link 2024-02-03T23:11Z [--] followers, [--] engagements

"@EURO2024 Le futur Messi"
X Link 2024-06-20T20:03Z [--] followers, [---] engagements

"LEuro est termin. On se concentre sur la copa America. Le Goat est sur le terrain. #CopaAmrica2024"
X Link 2024-06-21T00:12Z [--] followers, [--] engagements

"Voici le bilan de la Cte dIvoire face aux quipes sud-amricains en coupe du monde: Cte dIvoire - Argentine 1-2 Cte dIvoire - Brsil 1-3 Cte dIvoire - Colombie 1-2 Zro victoire pour la cote divoire. #CopaAmrica2024"
X Link 2024-06-21T11:13Z [--] followers, [--] engagements

"Voici le bilan du Cameroun face aux quipes sud-amricaines en coupe du monde. Cameroun-Prou 0-0 Cameroun-Argentine 1-0 Cameroun- Colombie 2-1 Cameroun-Brsil 0-3 Cameroun-Chili 1-1 Cameroun-Brsil 1-4 Cameroun-Mexique 0-1 Cameroun-Brsil 1-0 [--] victoires [--] dfaites [--] nuls"
X Link 2024-06-21T11:29Z [--] followers, [--] engagements

"Durant tout ce mois nous allons parler du ballon ⚽. On va surtout parler de la COPA AMERICA vs CAN. Jentends beaucoup de choses. Remettons la balle au centre. Si tu es amoureux du foot connecte toi. Tu vas te rgaler. #CopaAmrica2024 #Afcon #football #lets_Connect"
X Link 2024-06-21T12:12Z [--] followers, [---] engagements

"📅17 juillet [----] 🏟Stade Rose Bowl Stadium Los Angeles en Californie aux USA. ⚽Finale Brsil vs Italie. 👀Plus de [--]. [---] spectateurs prsents au stade. ☀38 degrs de temprature. #football #CopaAmrica2024 #EURo2024"
X Link 2024-06-23T00:05Z [--] followers, [--] engagements

"Foden laisse le groupe pour assister la naissance de son fils. Ps: Cest juste une continuit parce quil ntait quen vacances en Allemagne. #EURo2024"
X Link 2024-06-26T19:23Z [--] followers, [--] engagements

"@loupdelameute Aucun europen ne peut comparer lEuro avec la CN. Aucun sud-amricain ne peut comparer la copa america avec la CAN Mais lafricain comme toujours bon dernier et complex souhaiterait voir une autre comptition plus engage que la CAN"
X Link 2024-06-27T11:57Z [--] followers, [--] engagements

"Quand on joue la CAN les europens sud-amricains ne se mobilisent pas pour faire des comparaisons insenss avec lEuro ou la copa America. Ils sont concentrs sur eux. peine lEuro a dbut que les Africains inondent la toile avec des comparaisons des complexs"
X Link 2024-06-27T12:06Z [--] followers, [--] engagements

"On vient juste de terminer le premier tour. Dici la finale les meilleurs vont se dgager"
X Link 2024-06-27T12:06Z [--] followers, [--] engagements

"En [----] Personne ne pouvait attribuer le ballon dor Ronaldo aprs le premier tour de la coupe du monde. Pareil pour Canavarro en 2006"
X Link 2024-06-27T12:06Z [--] followers, [--] engagements

"Niveau talent 1-Ronaldo 2-Ronaldinho 3-Zidane 4-Figo 5-Beckam 6-Henry"
X Link 2024-06-27T12:08Z [--] followers, [--] engagements

"❓❓LE SAVIEZ VOUS❓❓ Seuls TROIS joueurs italiens ont jou pour le Real Madrid dans toute son histoire. ✅Christian Panucci (1996-98) ✅Fabio Cannavaro (2005-06) ✅Antonio Cassano (2006-08) Les italiens auraient un souci avec le Ral de Madrid Daprs vous"
X Link 2024-06-28T14:02Z [--] followers, [--] engagements

"Jude Bellingham devrait gagner le ballon dor "
X Link 2024-07-15T16:57Z [--] followers, [--] engagements

"@FabrizioRomano Jude Bellingham"
X Link 2024-07-15T16:59Z [--] followers, [--] engagements

"@InvisibleMaB Il a t plus dcisif en championnat et en champions league. Leuro est une comptition europenne a ne concerne que les europens"
X Link 2024-07-16T14:18Z [--] followers, [--] engagements

"@InvisibleMaB Cest ton vote. Il yen a qui pense le contraire et ceux l sont plus nombreux "
X Link 2024-07-16T15:35Z [--] followers, [--] engagements

"@TTentomushi @gauz04 Combien de footballeurs noirs argentins connaissez vous qui pourraient tre lquipe nationale"
X Link 2024-07-16T19:41Z [--] followers, [--] engagements

"LES [--] EFFECTIFS LES PLUS CHERS DU MONDE Source: CIES FIFA/CIES International University Network 1- Chelsea: [----] M 2- United [----] M 3- Manchester City [----] M 4- Arsenal [---] millions deuros 5- Tottenham [---] M 6- PSG [---] M 7- Liverpool [---] M 8- Real Madrid [---] M"
X Link 2024-09-09T00:17Z [---] followers, [--] engagements

"Il broie Ronaldo et de loin"
X Link 2024-09-15T19:27Z [---] followers, [--] engagements

"4 Checks the backend config It verifies things like bucket names keys and credentials to make sure the setup is correct"
X Link 2025-12-25T19:30Z [--] followers, [--] engagements

"5 Installs required provider plugins It fetches the correct versions of providers (like AWS Azure Kubernetes) needed for your setup. [--] Downloads any modules youve declared If youre using shared or remote modules Terraform grabs them so theyre ready to use"
X Link 2025-12-25T19:30Z [--] followers, [--] engagements

"@_devJNS This is how we test llm agent"
X Link 2025-12-27T16:33Z [---] followers, [--] engagements

"Stop making confusion about NAT gateway resource in aws. #aws #devops"
X Link 2025-12-28T15:53Z [---] followers, [--] engagements

"Kubernetes tips ---------- About CoreDNS [--] CoreDNS is the DNS service of a Kubernetes cluster. It helps Pods find Services using names instead of IP addresses. [--] CoreDNS runs as a Deployment in the kube-system namespace usually with two replicas. [--] It is installed by default in most Kubernetes distributions. [--] CoreDNS allows Pods to communicate using Service names like: my-service.default.svc.cluster.local [--] CoreDNS talks to the Kubernetes API Server and watches: Services Endpoints [--] CoreDNS communicates with the API Server using HTTPS and authenticates using a ServiceAccount. [--] CoreDNS"
X Link 2025-12-30T14:32Z [---] followers, [---] engagements

"AWS Tip You dont need outbound rules on your EC2 if it only responds to a Load Balancer. Heres why: Security Groups are stateful. 👉If your Load Balancer SG outbound allows traffic to EC2 and your EC2 SG inbound allows traffic from the LB the return traffic is automatically allowed. 👉That means outbound rules on EC2 are not required for serving web traffic. When do you need outbound on EC2 👉Only when EC2 initiates connections itself like downloading packages pulling OS updates or calling external APIs. In that case open outbound 80/443. Best practice: 👉Inbound on EC2 = only from LB SG"
X Link 2025-12-31T19:41Z [---] followers, [---] engagements

"@FabrizioRomano Cameroun win the afcon"
X Link 2025-12-31T22:59Z [---] followers, [--] engagements

"@devops_nk @AWS @Azure @googlecloud Public cloud for sure No headaches"
X Link 2026-01-01T15:01Z [---] followers, [--] engagements

"ABOUT KUBE-PROXY ----- Kubernetes tips [--] kube-proxy runs on every node and handles service networking inside the cluster. [--] kube-proxy enables Pods to reach Services. [--] kube-proxy ensures traffic sent to a Service IP reaches the correct backend Pods. [--] kube-proxy communicates with the Kubernetes API Server. [--] kube-proxy talks to the API Server using HTTPS. It authenticates using certificates. It watchs: - Services - Endpoints [--] kube-proxy initiates communication by watching the API Server. API Server does not push rules to kube-proxy. [--] kube-proxy programs node networking rules using: -"
X Link 2026-01-01T16:19Z [---] followers, [--] engagements

"What did I miss"
X Link 2026-01-01T16:20Z [---] followers, [--] engagements

"I created this account (twitter) back in March [----] but Ive only been active for [--] days. Ive decided to start sharing my tech journey especially around Kubernetes Terraform and AWS. 🚏If youre in tech stop by and lets build strong connections and learn from each other. 🚏If youre not in tech stop by too. Id love to discover your content and your perspective. HAPPY NEW YEAR [----] #HappyNewYear2026 #devops https://twitter.com/i/web/status/2006782828453753244 https://twitter.com/i/web/status/2006782828453753244"
X Link 2026-01-01T17:41Z [---] followers, [----] engagements

"If your architecture is still relying on a single region especially US-EAST-1 it's time to rethink: Multi-region chaos testing SLOs and DR drills are not optional theyre survival tactics. Below are the last [--] AWS outages and why they matter to every cloud engineer: [--]. July [--] [----] US-EAST-1 - Root cause: Kinesis contention issue - Impact: [--] AWS services affected including Ring API Gateway CloudWatch - Duration: Several hours with some services restoring past 1:20 AM ET [--]. June [--] [----] US-EAST-1 - Root cause: Capacity management bug in fleet handling - Impact: 100+ services hit (Lambda API"
X Link 2026-01-03T05:42Z [---] followers, [---] engagements

"Unpopular opinion: Adding comments on code is unprofessional"
X Link 2026-01-03T12:22Z [---] followers, [---] engagements

"5 MANDATORY STEPS TO SECURE THE TERRAFORM STATE FILE Implement these five essential steps to keep the state file protected [--] Store the State File Remotely Use remote backends like: AWS S3 (+ DynamoDB for locking) Azure Blob Storage Google Cloud Storage (GCS) [--] Prevent Concurrent Modifications Avoid this by enabling state locking: AWS S3 Use DynamoDB table for state locks GCS Backend Locking is built-in Terraform Cloud Provides automatic locking [--] Encrypt & Version the State File The state file contains sensitive data. Encrypt at rest Encrypt in transit Enable versioning [--] Implement Disaster"
X Link 2026-01-03T18:07Z [---] followers, [---] engagements

"@FabrizioRomano Malian goalkeeper played a great role for this qualification"
X Link 2026-01-03T22:48Z [---] followers, [---] engagements

"@Synapse_feeds You are welcome @Synapse_feeds Thank you for checking out"
X Link 2026-01-04T02:20Z [---] followers, [--] engagements

"@Synapse_feeds Feels like agent bedrocks are built more for enterprise production. Curious to hear ral world feedback"
X Link 2026-01-04T10:54Z [---] followers, [--] engagements

"@karanjagtiani04 Access control is handled with Transit Gateway route tables. Each environment (sandbox dev prod) has its own TGW route table. Thank you for checking"
X Link 2026-01-04T15:27Z [---] followers, [--] engagements

"Cloud makes everyone feel like a hero until the abstraction breaks And when it does some people keep refreshing the OCI console While others are already knee-deep in flow logs routes and TCP/IP"
X Link 2026-01-05T02:00Z [---] followers, [---] engagements

"*********** TIP FOR AWS EC2 USERS ************** When working with EC2 instances many people stop them to save cost. But have you considered using Hibernate instead Stop shuts down the instance and clears everything from memory. The next time you start it the operating system will boot from scratch and all running applications or in-memory caches are gone. Hibernate saves the contents of memory (RAM) to your EBS root volume and then powers off the instance. When you start it again the system resumes exactly where it left off. No need to wait for a full reboot or reload data into memory. The"
X Link 2026-01-05T10:00Z [---] followers, [---] engagements

"@bayer04_en You must double his salary"
X Link 2026-01-05T18:19Z [---] followers, [---] engagements

"@nocontextfooty This is a red card"
X Link 2026-01-05T18:25Z [---] followers, [----] engagements

"@TfrmTheSev Just leave him . He doesnt know the story behind Patrice Lumumba "
X Link 2026-01-07T00:38Z [---] followers, [----] engagements

"@ElhadjiKandji1 Le Mali va battre le senegal"
X Link 2026-01-07T00:51Z [---] followers, [----] engagements

"@fromcodetocloud 4: oracle mssql redis and postgress"
X Link 2026-01-07T11:27Z [---] followers, [--] engagements

"Please check these release dates before mentioning [--] years of experience on your resume: Microsoft Azure: [----] CloudFormation: [----] Jenkins: [----] Travis CI: [----] CircleCI: [----] SaltStack: [----] OpenShift: [----] Mesos: [----] Ansible: [----] Prometheus: [----] Docker: [----] Kubernetes: [----] Grafana: [----] Terraform: [----] GitLab CI: [----] HashiCorp Vault: [----] #DevOps #JobTips https://twitter.com/i/web/status/2009090168750330330 https://twitter.com/i/web/status/2009090168750330330"
X Link 2026-01-08T02:29Z [---] followers, [---] engagements

"@Param_eth Vibe coding is a definitely the word of the year on X"
X Link 2026-01-08T05:58Z [---] followers, [--] engagements

"You are not a Platform Engineer if you have never translated client desires into technical requirements. Building infrastructure after someone else already made all the decisions is just an execution. Platform engineering starts before Terraform AWS or Kubernetes. #aws #CloudComputing #iac https://twitter.com/i/web/status/2009203431391809781 https://twitter.com/i/web/status/2009203431391809781"
X Link 2026-01-08T10:00Z [---] followers, [---] engagements

"@brankopetric00 Its true but having a certification is not sign of incompetence"
X Link 2026-01-08T11:25Z [---] followers, [----] engagements

"Stop overthinking about cluster security. If you are not aware it is simply the 4C model: Cloud: IAM network account isolation Cluster: RBAC API server access etcd node security Container: images runtime least privilege Code: application logic secrets dependencies That is it. Master the 4C and you understand cluster security. #kubernetes #CloudComputing #security https://twitter.com/i/web/status/2009988889860075641 https://twitter.com/i/web/status/2009988889860075641"
X Link 2026-01-10T14:01Z [---] followers, [---] engagements

"WHY THE NUMBER [--] WHAT ROUTE [--] REALLY MEANS If you have used Amazon Route [--] you know it is AWSs DNS service. But why the number [--] Port [--] is the default port used by DNS. DNS is the protocol that translates human-readable domain names like " into machine-readable IP addresses. So when AWS built a scalable DNS web service they named it Route [--]. A clever nod to the port number DNS relies on. Just like: - HTTP: Port [--] - HTTPS: Port [---] - DNS: Port [--] So ROUTE [--] is more than a name. It is a hat tip to the core of how the internet routes your requests. #AWS #Route53 #DNS http://example.ca"
X Link 2026-01-10T16:04Z [---] followers, [---] engagements

"⛔⛔STOP MAKING THIS CONFUSION⛔⛔ ❌Your Kubernetes manifest files do not live in your cluster. ☑They live on your local computer. When you run kubectl apply -f Kubernetes does not store your YAML file. - kubectl reads your manifest locally - It sends the content to the API server - The API server validates it and creates an API object - That API object is stored in etcd the clusters source of truth So what lives in the cluster is not a file but an object. This object contains: - your desired state (spec) - system-generated metadata (UID creation time resourceVersion owner references) - runtime"
X Link 2026-01-11T20:37Z [---] followers, [---] engagements

"*** KUBERNETES TIPS *** I saw a senior engineer design a solid architecture and still fail because of one fatal mistake. Database nodes were scheduled randomly. They all ended up in the same Availability Zone. When that AZ went down the entire application went down with it. High availability isnt a feature"
X Link 2026-01-13T19:41Z [---] followers, [---] engagements

"Try and let me know"
X Link 2026-01-14T12:12Z [---] followers, [---] engagements

"@NgongOliver I am looking to connect with Cameroonians. They are too rare here"
X Link 2026-01-15T21:20Z [---] followers, [---] engagements

"One thing ChatGPT still cant do: create a .md file. Try it and let me know"
X Link 2026-01-15T22:29Z [---] followers, [---] engagements

"Day 1: Transportation Management Platform project I am starting a design of a real project I worked on. The purpose of this project was to build and maintain a Transportation Asset Management Platform used by civil engineers to inspect track and manage critical infrastructure. Application overview The platform is built around three core components: - Network: secure private and integrated with existing enterprise infrastructure - Compute: application servers running on EC2 - Database: a private SQL database storing inspection and asset data My responsibility My role was to design and build"
X Link 2026-01-17T10:00Z [----] followers, [----] engagements

"Launching a new Linux EC2 from a running instance is easy. You can just create an AMI and everything works. But with Windows EC2 its different. The instance may launch fine but when you try to RDP youll see: Password is not available. Please wait at least [--] minutes after launching an instance before trying to retrieve the auto-generated password. Even after waiting the password never shows up. The reason: Windows requires a few extra prep steps before creating an AMI. You need to: [--] Clean temporary files & event logs [--] Configure the EC2 Launch agent to generate a random password [--] Run sysprep"
X Link 2026-01-17T12:52Z [---] followers, [---] engagements

"@devops_nk Congratulations @devops_nk"
X Link 2026-01-18T12:08Z [---] followers, [--] engagements

"Day 2: CONVERTING CLIENT DESIRES INTO ARCHITECTURAL DESIGN This was about translation not implementation. The client didnt ask for AWS services. They described how the system should behave: availability security isolation scalability and cost control. My job was to convert those desires into concrete architectural decisions and preselect AWS tools that could support them. To do that I mapped each client requirement to: - a design principle (multi-AZ private by default isolation automation) - and a small set of AWS services that are proven enterprise-ready and auditable. This exercise gave me"
X Link 2026-01-18T13:11Z [---] followers, [----] engagements

"@devops_nk @Infosys Congratulations"
X Link 2026-01-19T15:00Z [---] followers, [--] engagements

"Day [--] Walking Through the Architecture Today was about walking through the system resource by resource 1User traffic Users connect over HTTPS (443) TLS terminates at the Load Balancer Traffic is forwarded via a Target Group 2Compute Requests land on ECS (EC2 launch type) Capacity is provided by an ASG EC2 (Windows Server 19) runs the application Instances are replaceable 3Application Business logic lives in the app layer The application is the only component allowed to access the database 4Admin access Admins connect through a Site-to-Site VPN Traffic enters the VPC via the Transit Gateway No"
X Link 2026-01-23T21:57Z [----] followers, [----] engagements

"@JoyceMusoh @Raynerdtech Tech woman"
X Link 2026-01-26T19:33Z [----] followers, [--] engagements

"@ksubramanyaa Thanks for your support @ksubramanyaa"
X Link 2026-01-27T14:28Z [----] followers, [--] engagements

"Pods communication in Kubernetes Pod A on Node [--] wants to communicate with Pod B on Node [--] using Service B. Lets see how that works. Step [--] Pod A resolves the DNS name of Service B to its ClusterIP using CoreDNS. Step [--] Pod A sends a packet to Service Bs ClusterIP. The packet leaves Pod A and reaches Node [--]. Step [--] On Node [--] kube-proxy rules (iptables/IPVS) match the ClusterIP and rewrite the destination from the Service IP to Pod Bs Pod IP. Step [--] The packet is now destined for Pod Bs Pod IP so the cluster network (CNI) routes it to Node [--]. Step [--] On Node [--] the packet is delivered into Pod"
X Link 2026-01-03T13:18Z [----] followers, [---] engagements

"------ KUBERNETES TIPS ------ ⛔Bad affinity and tolerations dont just break scheduling. They kill your cloud budget. ⛔Pods cant land on existing nodes Cluster Autoscaler adds more. ⛔Hard affinity / anti-affinity [--] pod per node. ⛔Forgotten tolerations workloads stuck more EC2s to fix it. ☑Nothing crashes. ☑Everything looks green. 😭Only the AWS bill screams. #AWS #kubernetes https://twitter.com/i/web/status/2010910130053828662 https://twitter.com/i/web/status/2010910130053828662"
X Link 2026-01-13T03:01Z [----] followers, [---] engagements

"DAY 4: SUBNETS CIDR ALLOCATION Today is about subnet sizing. CIDR blocks were allocated per tier based on how each tier scales and behaves. Some tiers need room to grow. Others dont. Key decisions: - Load Balancer (/26) Load balancers consume IPs dynamically (multiple ENIs scaling failover). This tier must never fail due to IP exhaustion. - Application (/26) This is the primary scaling surface (Auto Scaling rolling deployments). - Database File System AD TGW (/28) These tiers dont scale by instance count. Smaller subnets keep routing tight. All subnets were allocated across [--] AZs with"
X Link 2026-01-21T06:40Z [----] followers, [---] engagements

"ONE OF THE MOST UNDERRATED AWS RESOURCES: THE ENI (Elastic Network Interface) Many people think EC2 ALB or RDS have IP addresses. That is wrong. These resources do not own IP addresses. An ENI is the resource that owns IP addresses. What is an ENI An ENI is a virtual network card inside a VPC. It is the object that connects a resource to the network. An ENI owns: private IP addresses MAC address security groups a subnet and Availability Zone Resources dont get IPs. They attach to ENIs. Important detail You almost never create ENIs yourself. ENIs are: automatically created when you create a"
X Link 2026-01-21T17:38Z [----] followers, [---] engagements

"DAY 5: TRANSPORTATION MGMNT PLATFORM PROJECT SECURITY GROUPS: ENFORCING ACCESS CONTROL 📅Today was about defining who is allowed to talk to whom. Security Groups were designed around access paths: 💠Internet Load Balancer HTTPS (443) only 💠Load Balancer Application tier Application port (443 / 8080) 💠Admin access (Enterprise VPN) Application tier SSH / RDP (22 / 3389) 💠Application tier Database tier SQL Server (1433) 💠Application tier File System tier SMB (445) ❌Direct admin access to the database is not allowed. ☑The application tier is the only approved path to the data layer. #AWS"
X Link 2026-01-22T02:59Z [----] followers, [---] engagements

"Kubernetes challenge. Real world scenario You are designing a notification system for a flash-sale e-commerce site. Requirements: - Traffic spikes from [--] to 100k requests/second in [--] seconds - Event duration: [--] minutes once a week - Must have exactly-once delivery semantics where possible Option A: Kubernetes You are designing a notification system for a flash-sale e-commerce site. Requirements: - Traffic spikes from [--] to 100k requests/second in [--] seconds - Event duration: [--] minutes once a week - Must have exactly-once delivery semantics where possible Option A: Kubernetes"
X Link 2026-01-26T16:41Z [----] followers, [---] engagements

"Who is the developer"
X Link 2026-01-27T09:40Z [----] followers, [---] engagements

"Day 8: TPT PROJECT TRADE OFF: WHY I DID NOT USE FIREWALLS FOR THIS PROJECT I made a deliberate choice not to deploy a firewall and to rely on Security Groups instead. Heres why 👇 1Traffic paths are already tightly controlled - No open east-west traffic - No public access to app or database tiers - Clear routes: Internet ALB App DB Admin VPN TGW App A firewall would have duplicated controls already enforced by routing and SGs. 2Security Groups operate at the ENI level - Rules are attached directly to workloads - SG is Stateful by default This matches the applications access model better than"
X Link 2026-01-28T01:28Z [----] followers, [---] engagements

"Goodbye Ingress NGINX Ingress NGINX is being retired in March [----]. After this date no security patches or bugfixes will be issued. Plan your migration to Gateway API or a supported controller now. Read the retirement guide: https://t.co/GlwrAYAVRv Ingress NGINX is being retired in March [----]. After this date no security patches or bugfixes will be issued. Plan your migration to Gateway API or a supported controller now. Read the retirement guide: https://t.co/GlwrAYAVRv"
X Link 2026-01-28T04:12Z [----] followers, [---] engagements

"@elonmusk @waitbutwhy What does this mean"
X Link 2026-01-29T01:55Z [----] followers, [--] engagements

"My first programming language was Turbo Pascal. What was yours"
X Link 2026-01-29T02:58Z [----] followers, [---] engagements

"With a single command the entire kubernetes cluster is provisioned and bootstrapped in just a few minutes. From infrastructure creation to control plane initialization and worker node joining http://x.com/i/article/2016730215104294912 http://x.com/i/article/2016730215104294912"
X Link 2026-01-29T05:20Z [----] followers, [----] engagements

"Are you planning to go far in Kubernetes ❌Stop learning it on easy mode. ✅Build a real kubeadm cluster (control plane + worker) 👉Deploy an app expose it with Ingress and load balancer. 👉Persist data with a real StorageClass + PVC 👉Encrypt Secrets (not base64) If youre struggling to build a cluster click the link below and install it with a single command. #kubernetes #DevOps https://t.co/87YRTCysWm https://t.co/87YRTCysWm"
X Link 2026-01-29T21:33Z [----] followers, [---] engagements

"I dont know if this is an unpopular opinion but I keep seeing it: at school and at work PEOPLE with a strong understanding of PYTHON often go FAR"
X Link 2026-01-30T09:57Z [----] followers, [--] engagements

"@devops_nk The first aws resource to learn"
X Link 2026-01-30T10:19Z [----] followers, [---] engagements

"@Pravin_builds Exactly. Thats how I started. I built it destroyed it and rebuilt it every day. Today I can spin up a cluster in [--] minutes and switch versions anytime I want"
X Link 2026-01-30T10:57Z [----] followers, [--] engagements

"@Python_Dv The answer is B After splitting a string we have a list"
X Link 2026-01-31T01:18Z [----] followers, [----] engagements

"1Docker Engine Docker is a full container platform: build run push networking CLI. ✅Its amazing for developers and CI pipelines. 🚫Docker is not Kubernetes-native anymore. Kubernetes removed Docker shim so Docker is no longer recommended as a runtime for prod clusters. 👉 Use Docker for: Local development CI/CD Learning containers"
X Link 2026-01-31T04:52Z [----] followers, [--] engagements

"2containerd containerd is the runtime extracted from Docker and designed to run containers reliably and efficiently. ✅It talks directly to Kubernetes via CRI. ✅No extra features no UI just containers. This is why most managed Kubernetes services use it by default. 👉 Use containerd for: Production Kubernetes clusters When you want stability over hype https://twitter.com/i/web/status/2017460936001413530 https://twitter.com/i/web/status/2017460936001413530"
X Link 2026-01-31T04:52Z [----] followers, [--] engagements

"@mischavdburg If developers need tickets for everything you didnt build a platform. you built a bottleneck"
X Link 2026-01-31T11:36Z [----] followers, [--] engagements

"@NgongOliver Great I have never seen your tech contents"
X Link 2026-01-31T21:23Z [----] followers, [--] engagements

"@firstladyships Unpopular opinion"
X Link 2026-01-31T21:40Z [----] followers, [--] engagements

"@lloydtheophilus Managed Kubernetes is great for speed but Kubernetes The Hard Way builds real confidence. Understanding the control plane etcd certs and failure modes is what separates users from engineers. Looking forward to your breakdowns ✌"
X Link 2026-01-31T22:32Z [----] followers, [--] engagements

"We memorize almost all Linux directories. As Kubernetes engineers we should do the same: master the most useful Kubernetes folders. ⛔You dont need to memorize them. ✅Use them every day and theyll stick. Below are the core Kubernetes directories every engineer should know 👇 #Kubernetes #DevOps https://twitter.com/i/web/status/2017768457207464027 https://twitter.com/i/web/status/2017768457207464027"
X Link 2026-02-01T01:14Z [----] followers, [---] engagements

"CORE KUBERNETES CONFIG */etc/kubernetes/ Main Kubernetes configuration directory (created by kubeadm). */etc/kubernetes/manifests/ Contains static Pod manifests (API server controller-manager scheduler etcd). */etc/kubernetes/pki/ Stores TLS certificates and keys used by control plane components. */etc/kubernetes/admin.conf kubeconfig for the admin user. */etc/kubernetes/scheduler.conf kubeconfig for kube-scheduler. */etc/kubernetes/controller-manager.conf kubeconfig for kube-controller-manager. */etc/kubernetes/kubelet.conf kubeconfig for kubelet"
X Link 2026-02-01T01:14Z [----] followers, [--] engagements

"ETCD DATA */var/lib/etcd/ Directory where etcd stores the cluster state database. */etc/kubernetes/pki/etcd/ etcd certificates (ca.crt server.crt peer.crt etc.). KUBELET AND CONTAINER RUNTIME */var/lib/kubelet/ Main kubelet directory. */var/lib/kubelet/config.yaml Current kubelet configuration. */var/lib/kubelet/pods/ One subdirectory per running Pod. */var/lib/containerd/ Container runtime (containerd) data. */var/run/containerd/containerd.sock containerd socket file. https://twitter.com/i/web/status/2017768462785945900 https://twitter.com/i/web/status/2017768462785945900"
X Link 2026-02-01T01:14Z [----] followers, [--] engagements

"NETWORK AND CNI PLUGINS */etc/cni/net.d/ Configuration files for CNI plugins. */opt/cni/bin/ Actual CNI plugin binaries. */var/lib/cni/ Runtime state and cache for CNI. LOGS AND JOURNALS */var/log/containers/ Logs for each container. */var/log/pods/ Pod-specific logs. */var/log/kubelet.log Legacy location for kubelet logs. *journalctl -u kubelet View kubelet logs. *journalctl -u kube-apiserver View API server logs. https://twitter.com/i/web/status/2017768464853729436 https://twitter.com/i/web/status/2017768464853729436"
X Link 2026-02-01T01:14Z [----] followers, [--] engagements

"@ksubramanyaa Cameroun"
X Link 2026-02-01T01:47Z [----] followers, [--] engagements

"In my free time I listen to to reggae. Especially Lucky Dube a reggae legend"
X Link 2026-02-01T22:18Z [----] followers, [---] engagements

"@thecodebabe @outreachy I was a student and did a [--] month Internship at Orange Cameroun . I was paid [-------] x [--] =600.000 XAF. Which was a lot of money"
X Link 2026-02-02T15:30Z [----] followers, [---] engagements

"Is it possible to learn Cloud using only free tiers - Creating a VPC is free IGW NAT Gateway Elastic IP are not. - EC2 free tier exists EBS volumes still cost money. - Kubernetes hostPath is free real StorageClasses in the cloud are not. - Cloud DB free tiers exist no HA no backups limited features. What did I miss Free tiers only help you learn concepts. #CloudComputing #aws"
X Link 2026-02-02T17:23Z [----] followers, [----] engagements

"This is a real configuration drift youll face in production. Terraform defines the infrastructure. AWS resources handle scaling. Can you fix it You are managing an Auto Scaling Group (ASG) with Terraform. Terraform sets desired_capacity = [--]. During the day the ASG scales up to [--] due to load. The next time you run terraform apply for a totally different change (e.g. security group) Terraform tries to force the You are managing an Auto Scaling Group (ASG) with Terraform. Terraform sets desired_capacity = [--]. During the day the ASG scales up to [--] due to load. The next time you run terraform"
X Link 2026-02-03T01:23Z [----] followers, [---] engagements

"We use Linux network commands every day But few know what their abbreviations mean. Knowing the abbreviation tells you what the command does and thats how you start mastering Linux. For example: - lsof List Open Files - ss Socket Statistics - ping Packet Internet Groper - dig Domain Information Groper - curl Client URL I created a quick cheat sheet that explains: ✅ the full form of each Linux network command ✅ what it does #Linux #DevOps #Networking https://twitter.com/i/web/status/2018655712214122854 https://twitter.com/i/web/status/2018655712214122854"
X Link 2026-02-03T12:00Z [----] followers, [---] engagements

"@RDarrylR Code build is Powerful if you are working on aws"
X Link 2026-02-04T00:22Z [----] followers, [--] engagements

"Thank you for @Pranj_Sometimes for checking out. I didnt dig too deep into [----] [----]. I spent more time looking at stable changes from [----] [----] since thats what Im running now. One big change: you can resize Pod resources in place without restarting the Pod. Thats a major shift for day-2 operations. I wrote a post breaking it down . feel free to check it out 👇 Kubernetes v1.35 just introduced a new stable feature: in-place Pod resource resize. Before: If you changed CPU or memory of a running pod Kubernetes had to delete and recreate the Pod. That meant restart the pod. Now (v1.35): You can"
X Link 2026-02-04T18:39Z [----] followers, [--] engagements

"Unpopular opinion DevOps is not about tools its about collaboration. But without mastering tools no one will hire you. There is an old debate about the DevOps career path. 1Some believe a good DevOps engineer is not defined by tools. The focus should be on fundamentals: - systems thinking - reliability scalability - trade-offs - collaboration. 2Others believe a good DevOps https://t.co/ZvjTL5dHzM There is an old debate about the DevOps career path. 1Some believe a good DevOps engineer is not defined by tools. The focus should be on fundamentals: - systems thinking - reliability scalability -"
X Link 2026-02-05T13:45Z [----] followers, [---] engagements

"After creating your subnets how do you make one public or private ⛔Theres no public or private checkbox. ✅Its all about the route table 👇 1Public subnet - Attach an Internet Gateway (IGW) to the VPC - Associate the subnet with a route table that has: 0.0.0.0/0 IGW 2Private subnet - Associate the subnet with a route table that has NO IGW route - For outbound internet (Optional): 0.0.0.0/0 NAT Gateway (NAT must be in a public subnet) Rule to remember: ✅ IGW route = public ✅ NAT route = private (outbound only) If you found this useful share your setup 👇 #CloudComputing #DevOps"
X Link 2026-02-06T10:00Z [----] followers, [----] engagements

"@asynctrix I found your account and you are doing a great job"
X Link 2026-02-06T11:35Z [----] followers, [---] engagements

"Heres the list of ports you must open when building a kubeadm cluster on AWS 👇 Control Plane 6443/TCP Kubernetes API Server 23792380/TCP etcd client & peer 10250/TCP Kubelet API 10257/TCP kube-controller-manager 10259/TCP kube-scheduler Worker Nodes 10250/TCP Kubelet API 3000032767/TCP NodePort Services Networking (CNI) 8472/UDP VXLAN (Flannel / Cilium VXLAN) Ops 22/TCP SSH (lock this down) If this helped share it or 👇 #Kubernetes #DevOps https://t.co/87YRTCysWm https://t.co/87YRTCysWm"
X Link 2026-02-06T11:46Z [----] followers, [---] engagements

"As DevOps or Cloud engineers you create route tables every day. Do you understand a route table synthax - Destination = where the packet wants to go - Target = where AWS sends it next 0.0.0.0/0 IGW👇 If traffic is going to the internet send it to the Internet Gateway. 0.0.0.0/0 NAT👇 If traffic is going to the internet send it to the NAT Gateway. If you find this interesting share it or 💬👇 After creating your subnets how do you make one public or private ⛔Theres no public or private checkbox. ✅Its all about the route table 👇 1Public subnet - Attach an Internet Gateway (IGW) to the VPC -"
X Link 2026-02-06T14:35Z [----] followers, [---] engagements

"Subnet tip: 0.0.0.0/0 NAT is optional. Private subnets dont need NAT to receive traffic from a public Load Balancer. NAT is only required when instances need outbound internet access. After creating your subnets how do you make one public or private ⛔Theres no public or private checkbox. ✅Its all about the route table 👇 1Public subnet - Attach an Internet Gateway (IGW) to the VPC - Associate the subnet with a route table that has: 0.0.0.0/0 https://t.co/eChbEG9kXX After creating your subnets how do you make one public or private ⛔Theres no public or private checkbox. ✅Its all about the route"
X Link 2026-02-06T17:13Z [----] followers, [---] engagements

"@Tihannah13 Mbeumo scored"
X Link 2026-02-07T14:41Z [----] followers, [--] engagements

"@asynctrix These are the foundation of aws"
X Link 2026-02-08T04:54Z [----] followers, [--] engagements

"This is what happens behind the scenes any time you run Terraform Init. [--] Reads your .tf files Terraform scans your config to understand what providers modules and backend you're using. [--] Sets up the backend (S3 Terraform Cloud local etc.) This tells Terraform where to store your state the source of truth for your infrastructure. [--] Connects to the backend and downloads the current state If you're using a remote backend Terraform pulls down the latest state so its working with the most up-to-date info. [--] Checks the backend config It verifies things like bucket names keys and credentials to"
X Link 2026-02-08T13:00Z [----] followers, [----] engagements

"After terraform init lets wrap up terraform validate 1What does terraform validate do - Checks syntax Terraform scans your .tf files to make sure the code is written correctly (missing brackets wrong arguments bad formatting). - Verifies provider usage It validates your resources against installed providers (AWS Azure GCP) and checks that arguments make sense. 2What doesnt it do - No cloud access Runs 100% locally. No API calls. No remote state checks. - No variable values needed No inputs required. It checks structure not runtime values. 3When to run it - Run terraform validate early right"
X Link 2026-02-08T17:30Z [----] followers, [----] engagements

"terraform apply is the only Terraform command that changes infrastructure. Everything before (fmt validate plan) is preparation. 🔍 What happens behind the scenes [--] Terraform reads your code Terraform loads all .tf files to understand: What resources you want How they should look This is the desired state. [--] Terraform loads the state file Terraform reads the state file to know: What already exists Resource IDs (EC2 ID subnet ID etc.) The state file is Terraforms memory. [--] Terraform generates a plan (again) Even if you ran terraform plan before Terraform recalculates the plan to make sure"
X Link 2026-02-09T22:13Z [----] followers, [---] engagements

"Your DevOps interview is going perfectly Until you hear: Share your screen. Create an S3 bucket using Terraform. Total Panic. Not because you dont know Terraform. But because youve only copied pasted and modified it. Use this technique to build infrastructure without support. 👇👇👇👇👇👇👇 You write Terraform every day. -Copying. -Pasting. -Modifying. But one day in an interview the interviewer says: Share your screen. Create one EC2 instance from scratch. If youve never written it without support trust me youll panic. So here are simple https://t.co/cDjmd8m5SC You write Terraform every day."
X Link 2026-02-11T20:15Z [----] followers, [---] engagements

"1/2 Lets talk about the terraform block. The terraform block is where you tell Terraform how to run before it creates anything. It sets: The Terraform version The required providers Where the state file will be stored In simple terms the terraform block prepares Terraform before any resources are created. In the next thread Ill show how to configure Terraform properly for multi-cloud environments. #terraform #devopslife"
X Link 2026-02-12T12:44Z [----] followers, [----] engagements

"2/2 We can configure Terraform to work with multiple cloud providers in the same project. First always pin your Terraform version. This ensures everyone on your team runs the same Terraform engine. Then define each required provider and lock their versions: AWS Azure GCP By doing this Terraform will automatically download the correct provider plugins during terraform init. Important: The terraformblock only declares which providers your project depends on. With this setup one Terraform project can deploy infrastructure across AWS Azure and GCP. #terraform #DevOps"
X Link 2026-02-12T12:44Z [----] followers, [---] engagements

"If you plan to learn Terraform Start with the Terraform blocks. If you understand what each block does: terraform rules provider connection resource creation data read variable input output result module reuse Terraform will make sense for you. I created a full Terraform example and explained each part. You can find it below 👇 #terraform #DevOps https://twitter.com/i/web/status/2021590307909845000 https://twitter.com/i/web/status/2021590307909845000"
X Link 2026-02-11T14:21Z [----] followers, 13.7K engagements

"Happy Sunday to all tech engineers ☀ If youre working remotely this is not for you. You dont know what weekend means anyway 😅"
X Link 2026-02-15T14:42Z [----] followers, [---] engagements

"Terraform tip 👇 Storing your state file in AWS doesnt mean youre deploying to AWS. The backend (where the state lives) is independent from the provider (where resources are created). You can store your state in: S3 Azure Blob GCS Terraform Cloud Even local No dependency between backend and target cloud. #terraform #DevOps https://twitter.com/i/web/status/2022371736818495545 https://twitter.com/i/web/status/2022371736818495545"
X Link 2026-02-13T18:06Z [----] followers, [----] engagements

"Whats the best order to run Terraform commands A) terraform init terraform fmt terraform validate terraform plan B) terraform init terraform validate terraform fmt terraform plan A B A B"
X Link 2026-02-10T03:24Z [----] followers, [----] engagements

"Did you know Terraform creates resources in parallel by default (10 at a time) This can become dangerous. Example Imagine you deploy: - [---] IAM roles - [---] IAM policies - [--] CloudWatch log groups Terraform does NOT create them one by one. It creates up to [--] at the same time. Now heres the issue: - AWS APIs have rate limits. When Terraform sends too many requests too quickly AWS responds with: - ThrottlingException - RequestLimitExceeded - Rate exceeded Terraform retries retries again and again. - Apply takes much longer - Random failures appear - Some resources succeed some fail - Deployment"
X Link 2026-02-14T11:45Z [----] followers, [----] engagements

"If your terraform plan takes 10+ minutes: You dont need a large CPU or memory. You need layered state. Split your infrastructure: - Layer [--] Networking - Layer [--] Data - Layer [--] Compute Smaller state files - Faster plans - Clearer changes - Safer deploys Performance is always an architecture problem. #terraform #DevOps https://twitter.com/i/web/status/2022676875818983694 https://twitter.com/i/web/status/2022676875818983694"
X Link 2026-02-14T14:18Z [----] followers, [----] engagements

"This week I am going to talk about Monitoring. I deployed a real AWS system: - VPC - Application Load Balancer - Target Group - ECS Fargate - Windows RDS Now I will break down how to monitor this system like a real SRE. - Traffic - Errors - Latency - Saturation - Capacity I will walk through real production scenarios: - High latency low errors - Memory slowly climbing - CPU normal but users complaining - Healthy targets These come from real incidents. Stay tuned #SRE #DevOps https://twitter.com/i/web/status/2023236796402774086 https://twitter.com/i/web/status/2023236796402774086"
X Link 2026-02-16T03:23Z [----] followers, [----] engagements

"blocks in terraform explained /part [--] [--] - What is a data block A data block in Terraform is used to look up information that already exists in your cloud provider. It does not create anything. It only asks the provider: Give me details about this existing resource. [--] - Why do we use it We use it because in real projects: - Some infrastructure already exists - Other teams may have created it - Cloud providers publish resources (like AMIs) - IDs change between environments Instead of hardcoding values we let Terraform search and retrieve them dynamically. [--] - How do we use it Basic structure:"
X Link 2026-02-13T12:00Z [----] followers, [----] engagements

"I spoke with a developer at a large financial company. He told me hes never even heard of Claude. Some engineers are still doing real work:"
X Link 2026-02-14T21:12Z [----] followers, [---] engagements

"@brankopetric00 Deleting a prod with one click is just a design failure"
X Link 2026-02-16T01:54Z [----] followers, [--] engagements

"@brankopetric00 Downtime is not the end of the world "
X Link 2026-02-16T04:44Z [----] followers, [--] engagements

"This week I am going to talk about Monitoring. I deployed a real AWS system: - VPC - Application Load Balancer - Target Group - ECS Fargate - Windows RDS Now I will break down how to monitor this system like a real SRE. - Traffic - Errors - Latency - Saturation - Capacity I will walk through real production scenarios: - High latency low errors - Memory slowly climbing - CPU normal but users complaining - Healthy targets These come from real incidents. Stay tuned #SRE #DevOps https://twitter.com/i/web/status/2023236796402774086 https://twitter.com/i/web/status/2023236796402774086"
X Link 2026-02-16T03:23Z [----] followers, [----] engagements

"X went down for hours. You the user took patience. They fixed it. But in your company with [----] users youre building: - Multi-region - Global CDN - Zero-downtime promises Downtime is not the end of the world. For most businesses its an inconvenience not a disaster. Design based on business impact. - Not fear. - Not ego. Reliability is fine but over-engineering is expensive"
X Link 2026-02-16T15:23Z [----] followers, [---] engagements

"SRE vs DevOps vs Platform Engineer 1DevOps DevOps is about collaboration and automation. The goal: Deploy software faster and safer. DevOps engineers build CI/CD pipelines automate infrastructure and improve the deployment process. They ask: How can we release faster without breaking things 🚗 Think of DevOps as the car driver. They focus on moving fast and reaching the destination. 2SRE SRE focuses on reliability. The goal: Keep the system stable and available. SRE engineers monitor latency errors traffic and system health. They ask: How can we reduce outages and keep users happy 🔧 Think of"
X Link 2026-02-16T14:34Z [----] followers, [---] engagements

"If CPU is low Memory is stable BUT TargetResponseTime increases suddenly What could be happening"
X Link 2026-02-15T20:34Z [----] followers, [---] engagements

"Answer👇 The state file is created after terraform apply Dont overthink After which action is the Terraform state file created After which action is the Terraform state file created"
X Link 2026-02-15T18:08Z [----] followers, [---] engagements

"After which action is the Terraform state file created Terraform init Terraform apply Terraform state Terraform init Terraform apply Terraform state"
X Link 2026-02-14T16:58Z [----] followers, [---] engagements

"Happy Sunday to all tech engineers ☀ If youre working remotely this is not for you. You dont know what weekend means anyway 😅"
X Link 2026-02-15T14:42Z [----] followers, [---] engagements

"❌Terraform doesnt roll back automatically If terraform apply fails at 70% Terraform will not undo what was already created. You will end up with: - Half-created infrastructure - State file already updated 👉 In case of doubt always run terraform plan after terraform apply to verify everything matches"
X Link 2026-02-15T12:38Z [----] followers, [---] engagements

"If your app: - Can be down for [--] hours - Can tolerate [--] minutes of data loss - Serves about [---] users Then regular backups and a tested restore process might be enough. You dont need: - Multi-region active - Global load balancing - Cross-region clusters #AWS #Cloud #SRE"
X Link 2026-02-15T12:02Z [----] followers, [---] engagements

"Maturity in DevOps is when you realize this: Terraform Pulumi CloudFormation and other IaC tools bring value when youre dealing with: - Multiple environments - Reproducibility - Large teams - Scalable infrastructure You cannot spend hours writing modules variables remote state and backends. Just to launch one temporary EC2. #terraform #DevOps"
X Link 2026-02-14T16:35Z [----] followers, [----] engagements

"If your terraform plan takes 10+ minutes: You dont need a large CPU or memory. You need layered state. Split your infrastructure: - Layer [--] Networking - Layer [--] Data - Layer [--] Compute Smaller state files - Faster plans - Clearer changes - Safer deploys Performance is always an architecture problem. #terraform #DevOps https://twitter.com/i/web/status/2022676875818983694 https://twitter.com/i/web/status/2022676875818983694"
X Link 2026-02-14T14:18Z [----] followers, [----] engagements

"I spoke with a developer at a large financial company. He told me hes never even heard of Claude. Some engineers are still doing real work:"
X Link 2026-02-14T21:12Z [----] followers, [---] engagements

"Did you know Terraform creates resources in parallel by default (10 at a time) This can become dangerous. Example Imagine you deploy: - [---] IAM roles - [---] IAM policies - [--] CloudWatch log groups Terraform does NOT create them one by one. It creates up to [--] at the same time. Now heres the issue: - AWS APIs have rate limits. When Terraform sends too many requests too quickly AWS responds with: - ThrottlingException - RequestLimitExceeded - Rate exceeded Terraform retries retries again and again. - Apply takes much longer - Random failures appear - Some resources succeed some fail - Deployment"
X Link 2026-02-14T11:45Z [----] followers, [----] engagements

"2/2 We can configure Terraform to work with multiple cloud providers in the same project. First always pin your Terraform version. This ensures everyone on your team runs the same Terraform engine. Then define each required provider and lock their versions: AWS Azure GCP By doing this Terraform will automatically download the correct provider plugins during terraform init. Important: The terraformblock only declares which providers your project depends on. With this setup one Terraform project can deploy infrastructure across AWS Azure and GCP. #terraform #DevOps"
X Link 2026-02-12T12:44Z [----] followers, [---] engagements

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creator/twitter::clovistb
/creator/twitter::clovistb