Engineering Blog
From the Build Floor.
No Puff Pieces.
Architecture decisions, AI engineering patterns, DevOps lessons, and hard-won insights from shipped products. Written by engineers, for engineers.
DevOps
// notes.md
— practical patterns
— practical patterns
Zero-Downtime Deployments: The Kubernetes Playbook
Kubernetes deployment strategies covering rolling updates, canary releases, readiness probes, fast rollback, and production observability setup.
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AI
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— practical patterns
— practical patterns
Building Production RAG Systems That Do Not Hallucinate
Engineering techniques to reduce hallucinations in production RAG systems. Covers grounding strategies, retrieval quality tuning, and reliability patterns.
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Architecture
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— practical patterns
— practical patterns
Why We Do a 3-Day Architecture Sprint Before Every Project
Why Codioo runs a 3-day architecture sprint before every engagement. Learn how upfront design reduces delivery risk, scope creep, and rework costs.
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DevOps
// notes.md
— practical patterns
— practical patterns
CI/CD Pipeline Automation Best Practices
Practical CI/CD pipeline automation covering automated testing, security scanning, container builds, and deployment automation for engineering teams.
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Best Practices
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— practical patterns
— practical patterns
Building RAG Systems with LLMs
How to architect RAG systems using LLMs and semantic search. Covers vector stores, chunking strategies, retrieval tuning, and production trade-offs.
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Development
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— practical patterns
— practical patterns
Zero-Downtime Deployments: A Practical Guide
Step-by-step guide to zero-downtime deployments using blue-green releases, feature flags, and database migration strategies in production systems.
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Architecture
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— practical patterns
— practical patterns
Microservices Architecture: Sprint-Based Transformation
Learn how sprint-based microservices migration reduces complexity and delivery risk. Real patterns from production transformations, not textbook theory.
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Architecture decisions, AI patterns, and DevOps lessons from our build floor.
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