Context engineering for AI-native SDLC
What Is AI Context Engineering? Giving Coding Agents the Right Context
When a coding agent breaks a rule your team agreed on, the usual instinct is to give it more instructions, but more material can make the agent worse....
AI Giants Recap: People Are Sleeping on Swarms (with Steve Yegge)
“What is actually happening right now would absolutely blow your mind and terrify you.” – Steve Yegge
Graph, Harnesses and Loop Engineering Explained
When a coding agent fails, the usual instinct is to swap the model. The evidence points somewhere else. On SWE-bench Pro, Claude Opus 4.5 scored 45.9%...
How BFI Finance Optimized Engineering Efficiency and Consolidated Code Quality on One Platform
The Indonesian financial services company moved its static analysis to Codacy's seat-based platform, cutting direct costs by 18 to 20% and bringing...
How to Govern AI Coding Agents Across Development Teams
By Max Tatarchenko, CTO at SapientPro A software house finds out faster than most companies whether its rules for AI coding agents hold up. We run...
Top Agentic Code Review Tools for Loop Engineering in 2026
Pull request review was built for one person reading another person's reasoning. Coding agents break that model: an agent can repeat one flawed pattern...

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