Jul 08, 2026
Nobody Explains Platform Engineering vs DevOps Right
Platform engineering vs DevOps isn't a rivalry — it's a maturity curve. Here's where the line actually sits and when to make the shift.
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Ideas, systems, and the human side of building AI that behaves like a teammate.
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26 posts
Jul 03, 2026
Semantic Caching for LLMs: What's Draining Your AI Budget
Semantic caching cuts LLM API costs 40-80% by matching queries by meaning. See how vector similarity caching works, where it fits, and key mistakes to avoid.
Jul 01, 2026
Why AI Agent Observability Beats Uptime Every Time
AI agent observability tracks what an agent actually did, not just whether it responded. Here's why uptime dashboards miss silent failures entirely.
Jun 26, 2026
Why Your AI Pilot Failed (And the Role That Fixes It)
A forward deployed engineer embeds inside a client's systems until AI actually runs in production. Here's why 95% of AI pilots fail without one.
Jun 24, 2026
The Spec-First Workflow That's Replacing Vibe Coding
Spec-driven development gives AI agents persistent memory vibe coding lacks. See why Mercari saw a 150% speed gain switching to it in production.