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Aug 26, 2026AI in Production: The Security Line DevOps Must Draw
What We Set Out to Solve In 2026, the question most DevOps teams are asking is no longer...
Aug 26, 20266 min read0 reactions0 comments
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#productionsystems
What Agentic AI Development Services Actually Ship
Deflate the marketing. The real deliverable of agentic AI development services is not the agent—it's the eval suite, the structured output contract, the handoff design, and the grounding layer that keep it alive in production.
Aug 3, 20265 min read0 reactions0 comments
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May 25, 2026Why AI Agent Projects Fail After the Demo Stage
In 2026, the gap between a working AI agent demo and a working AI agent in production is where most...
May 25, 20266 min read0 reactions0 comments
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Mar 30, 2026AI Agent Permission Boundaries in Production: When to Ask, When to Act
Last week I watched a cron job fail silently for six hours because I had set its permission threshold...
Mar 30, 20264 min read0 reactions0 comments
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Apr 22, 2026Flight Delay Prediction with Machine Learning: Lessons from Production
Martin Tuncaydin shares hard-won lessons from building production-grade flight delay prediction models, bridging the gap between data science and operatio…
Apr 22, 20267 min read1 reactions0 comments
Observability Engineering in Production Systems: Structured Logging, Metrics, and Distributed Tracing at Scale (Part 2)
How Observability Engineering Cut Incident Response Time by 85% in Production (Part 2) Part...
Apr 12, 202610 min read0 reactions0 comments
Observability Engineering in Production Systems: Structured Logging, Metrics, and Distributed Tracing at Scale (Part 3)
How Observability Engineering Cut Incident Response Time by 85% in Production (Part 3) Part...
Apr 12, 202612 min read1 reactions1 comments
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Mar 10, 2026The #1 Reason Agentic AI Fails in Production
What happens when you let the LLM make every decision in Agentic AI use cases (and how to fix...
Mar 10, 20264 min read0 reactions0 comments
Observability Engineering in Production Systems: Structured Logging, Metrics, and Distributed Tracing at Scale (Part 1)
How Observability Engineering Cut Incident Response Time by 85% in Production (Part 1) Part...
Apr 11, 202612 min read0 reactions0 comments
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Mar 6, 2026Flight Delay Prediction with Machine Learning: Lessons from Production
Martin Tuncaydin shares hard-won lessons from building production-grade flight delay prediction models, navigating incomplete aviation data, and earning o…
Mar 6, 20267 min read0 reactions0 comments