Kindson Nathaniel Egbule

Cloud Engineer | Technical Writer |
AltSchool Africa 🎓
I explain complex cloud tech simply
Latest:

[Kindson Nathaniel Egbule @n_kindson]

Ansible is the backbone of Server infrastructure workflow.

But if you're still manually configuring nodes, you're doing it the hard way.

​I simplified why Ansible is a game changer for DevOps:
1. ​Agentless (Keep it simple)
2. ​YAML-based (Readable for the team)
3. ​Idempotent (Predictable states)
​Stop manual configuration. Start automating.
​
​#DevOps #Ansible #CloudEngineering #IaC #TechTips

[Kindson Nathaniel Egbule @n_kindson]

Just open-sourced Green-GPU Orchestrator

Turn 1 expensive GPU into 10 fractional GPUs using NVIDIA time-slicing on Amazon Web Services EKS.

What it does:
• Run up to 10 AI models on a single GPU
• Smart autoscaling with KEDA based on real queue depth
• Green-aware scheduling — shift workloads toward renewable energy windows
• Full Terraform + GitOps setup for reproducible infra

Built for GPU cloud providers like Nscale to achieve: Higher utilization • Lower costs • Smaller carbon footprint

Repo: https://t.co/tTMa3eK9Gb
If you’re into AI infrastructure, Kubernetes, MLOps, or sustainable computing — give it a ⭐

#GPU #MLOps #Kubernetes #AWS #Sustainability #FractionalGPU

[Kindson Nathaniel Egbule @n_kindson]

I built a Security-as-Code pipeline inspired by @BlueVoyant's MDR approach that cuts Microsoft Sentinel ingestion costs by 60-70%. Here's how it works 👇

1/ The problem: raw cloud logs flood SIEMs with noise. Health checks, 200 OK responses, unmasked PII --- analysts drown before they find real threats.

2/ The solution: Sentinel-AWS Cyber-Optimizer --- an automated log pipeline that cleans, redacts, and filters data BEFORE it hits your SIEM.

3/ Data flow:
Container Logs → Fluent Bit → Kinesis Firehose → Lambda → S3 → SQS → Microsoft Sentinel

4/ Lambda does the heavy lifting:
Redacts SSNs, credit cards, AWS keys, emails
Drops all HTTP 2XX noise
Always retains 4XX/5XX + security events

5/ Security baked in:
✅ Zero hardcoded credentials (OIDC/IRSA)
✅ KMS encryption everywhere
✅ Private EKS + least-privilege IAM
✅ VPC flow logs + audit trails

6/ CI/CD pipeline (GitHub Actions):
pytest → Trivy CVE scan → Syft SBOM → Checkov compliance → Terraform deploy
Supply chain security is a hard gate, not an afterthought.

7/ Cost wins:
📉 60–70% less SIEM ingestion
📉 ~80% storage reduction (GZIP)
📉 ~70% savings with S3 → Glacier lifecycle

Full repo + architecture diagram 👇
https://t.co/vLeaM1C7tf

#DevSecOps #AWS #CloudSecurity #BlueVoyant #MicrosoftSentinel #Terraform #Kubernetes

[Kindson Nathaniel Egbule @n_kindson]

@Pete_yes_please @tinyfish Yeah
You're absolutely right

[Kindson Nathaniel Egbule @n_kindson]

AI agents break silently. A site updates its layout and your entire extraction workflow dies — no error, no alert, nothing.

Inspired by the infrastructure challenges faced by AI-native companies like @TinyFish, I built agent-testing-sandbox to solve exactly this 👇

🧪 What it does:
Spins up a full AWS cloud environment on every code push, validates agent workflows against real target sites, then tears everything down automatically. Ephemeral by design.

🔍 The core problem it solves:
Website changes silently break agent logic. This sandbox catches regressions in an isolated environment BEFORE they reach production — the same reliability challenge TinyFish-style companies face when building agentic pipelines at scale.

⚙️ How it works:
1️⃣ Dev pushes code to GitHub
2️⃣ GitHub Actions triggers Terraform → spins up VPC + EC2 on AWS
3️⃣ Agent test scripts deploy + run via Docker
4️⃣ Pytest validates semantic extraction output
5️⃣ Pass or fail — all infra is destroyed. Every time.

🛠️ Full tech breakdown:
→ Terraform (ephemeral infra as code)
→ GitHub Actions (CI/CD orchestration)
→ Python + Pytest (agent workflow validation)
→ Docker (containerised runner)
→ AWS: VPC, EC2, S3, IAM (least-privilege)
→ Spot Instances (90% cost saving)
→ Slack/Discord alerts (proactive failure detection)
→ Infracost (PR-level cost estimates)
→ LocalStack (zero-AWS local testing mode)

✅ Designed to run entirely within the AWS Free Tier
✅ Mock Mode activates automatically if no AWS credentials are present
✅ Site health checks distinguish agent bugs from actual downtime

This is the kind of infra that makes AI agents production-ready — not just demos.

This is my first personal project after @AltSchoolAfrica

🔗 https://t.co/CHEtXyXhmy

#AIAgents #TinyFish #DevOps #Terraform #AWS #CloudEngineering #Python #AgentTesting #OpenSource #CI_CD

[Kindson Nathaniel Egbule @n_kindson]

@Rofeeah_Tijani @AltSchoolAfrica Thank you

[Kindson Nathaniel Egbule @n_kindson]

I’m officially a Certified Cloud Engineer! ☁️🎓

Huge shout out to @AltSchoolAfrica for the intense journey. From mastering AWS and Terraform to orchestrating Kubernetes clusters, it’s been a massive level-up.

​Ready to build and scale. 🚀

​#CloudEngineering #DevOps #AWS

[Kindson Nathaniel Egbule @n_kindson]

@Boyer_234 @AltSchoolAfrica Oh, 12 months

[Kindson Nathaniel Egbule @n_kindson]

I am a Graduate of @AltSchoolAfrica’s Cloud Engineering program! 🎓☁️
​From mastering AWS to deploying production-grade EKS clusters, this journey has been intense and incredibly rewarding. Next stop: Junior Cloud/DevOps Engineer! 🚀
​#AltGrads26, #TrainedByAltSchool, #Baraka'25.

[Kindson Nathaniel Egbule @n_kindson]

@ManojKu47171205 @AltSchoolAfrica Meaning?

[Kindson Nathaniel Egbule @n_kindson]

@Zubairbnawwam @AltSchoolAfrica Thanks

[Kindson Nathaniel Egbule @n_kindson]

@AliyuAb43479136 @AltSchoolAfrica Yes ooh😊😊

[Kindson Nathaniel Egbule @n_kindson]

@Global_Tess @AltSchoolAfrica Thank you😊

[Kindson Nathaniel Egbule @n_kindson]

@agabdoulaye16 @AltSchoolAfrica Thanks

[Kindson Nathaniel Egbule @n_kindson]

@MimidooAnsughul @AltSchoolAfrica Thanks a lot😊

[Kindson Nathaniel Egbule @n_kindson]

@smbclient1 @JohannesAlexio @AltSchoolAfrica Thanks

[Kindson Nathaniel Egbule @n_kindson]

@daniels_nwoko @AltSchoolAfrica Thank you

[Kindson Nathaniel Egbule @n_kindson]

@Boyer_234 @AltSchoolAfrica Yesterday

[Kindson Nathaniel Egbule @n_kindson]

@JohannesAlexio @AltSchoolAfrica Thanks Boss

[Kindson Nathaniel Egbule @n_kindson]

@Kcfresh__ @AltSchoolAfrica Thank you

[Kindson Nathaniel Egbule @n_kindson]

@lxmwaniky @AltSchoolAfrica Thank you stranger 😂