I Stopped Reading Code. My Code Reviews Got Better.

kept by eddie jan 27

The author replaced manual code review with 13 parallel AI agents, catching a bug in 15 minutes that a traditional review would have missed.

GitHub - x1xhlol/system-prompts-and-models-of-ai-tools: FULL Augment Code, Claude Code, Cluely, CodeBuddy, Comet, Cursor, Devin AI, Junie, Kiro, Leap.new, Lovable, Manus, NotionAI, Orchids.app, Perplexity, Poke, Qoder, Replit, Same.dev, Trae, Traycer AI, VSCode Agent, Warp.dev, Windsurf, Xcode, Z.ai Code, Dia & v0. (And other Open Sourced) System Prompts, Internal Tools & AI Models
A GitHub repository curates leaked system prompts, internal tools, and AI models from dozens of commercial AI coding assistants and chat products.
also on Augment Code, Claude Code, #ai-coding, #developer-tools
Compound Engineering: How Every Codes With Agents
The piece outlines a four-step 'compound engineering' loop—plan, work, review, compound—to make each coding unit simplify future work, enabling small teams to run multiple products via AI agents.
also on Cora, Claude Code, #ai-coding, #software-engineering, #developer-tools
The Optimal Amount of Slop is Non-zero - Doug Slater
Doug Slater argues developers should match code-review rigor to risk, shipping unreviewed LLM code is acceptable only for limited-distribution, low-consequence software.
also on #code-review, Claude Code, #ai-coding, #software-engineering, #developer-tools
Code Review - Claude Code Docs
Anthropic's Code Review service uses multi-agent analysis to catch logic errors, security flaws, and regressions in GitHub pull requests, posting findings as inline comments without blocking merges.
also on #code-review, Claude Code, #ai-coding, #software-engineering, #developer-tools