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Posts tagged development automation
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AI Writes Faster Than Your Shadow — Now What?
AI-generated code has 1.7x more issues, reviews take 91% longer, change failure rates are up 30%. The development process must radically change — from architecture to infrastructure.
Apr 6, 2026 · 24 min read
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From Sequential to Parallel: Adding Agent Teams to Spec Kit
How we extended Spec Kit with a new /speckit.team-implement command that auto-detects parallel work streams from your task list and spawns specialized AI agent teams to implement features simultaneously -- complete source code, algorithm walkthrough, and usage guide.
Feb 6, 2026 · 46 min read
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Spec Kit + Ralph Loop: Solving AI Context Exhaustion in Large Features
How we combined Spec Kit's structured planning with Ralph Wiggum's fresh context methodology to build an AI-powered development loop that can implement features of any size without context pollution.
Jan 18, 2026 · 28 min read