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AI code review tools
Trends
- 1
A developer has published a write-up of one month spent coding with GLM 5.3 Flash, a lightweight AI coding model. The account draws interest because GLM models are seen as cheap, fast alternatives to mainstream coding assistants, so readers are keen to learn whether it holds up in daily programming work over an extended trial.
- 2Are developers actually shipping good code with AI agents?โAsk HN: Is anybody producing good code with coding agents?
A discussion thread on Hacker News asks whether anyone is producing genuinely good code with coding agents such as AI assistants. Developers are invited to share real-world experiences on whether AI-generated code meets production standards or still needs heavy human review.
- 3
Software developers are pairing OpenAI's Codex with Anthropic's Claude Code, using the two AI coding agents together to automate programming workflows. The approach reportedly plays to each tool's strengths, with one model reviewing or refining the other's output. Coders sharing the technique say the combination improves accuracy and saves time on complex tasks.
- 4
Developers are voicing strong approval for OpenAI's Codex app, calling it one of the best AI coding tools available. The conversation highlights how the app helps programmers write, review, and debug code faster, with many comparing it favorably to rival assistants. Discussion centers on its practical usefulness in daily development workflows rather than hype, suggesting growing adoption among working engineers.
- 5Developer sells human review service for AI-written pull requestsโผI sell a human second pass on one AI-written PR (Riven Desk). Before pitching that, I wanted to do... # ai # codereview
A developer is offering a paid human second-pass review of AI-generated pull requests, and says they reviewed three AI-written PRs from public repositories before pitching the service, which they call Riven Desk. The idea taps into growing concern that AI-written code is being merged without careful human scrutiny. Commenters in programming and engineering communities appear engaged with the question of how much review AI code actually needs.
- 6AI Agents Drive Developer Shift from Go to RustโAI Agents Make Rust the Go-To Choice Over Go for Dev Teams
Developer teams are increasingly choosing Rust over Go for new projects, with AI coding agents cited as a driving factor. The argument is that AI assistants write safer, more correct code in Rust because the compiler catches errors that would slip through in Go, reducing the need for manual review. Some developers agree, while others argue Go's simplicity still makes it more productive.
Repos
- edenfunf/reelmimic Show it a video you love. Get a new video in the same style. An AI crew (Claude Code or Codex) plans, builds and reviews
- garrytan/gstack Use Garry Tan's exact Claude Code setup: 23 opinionated tools that serve as CEO, Designer, Eng Manager, Release Man
- egma-ai/jev-code-reviewer Review behavior, not just diffs. Jev prioritizes human attention; OpenAI explains the changes. Local CLI + agent skill +
- sshah03/perspica Review code changes by what they do, not line by line.
- ethanplusai/astra-flash-orchestrator Coordinate your models from Codex. Plan, delegate, use host tools, and review work across workspaces. Formerly Astra Fla
- devagrawal09/jev-review A staged code-review workflow and local dashboard built with TypeSafe Jev.