Most Generated Code Doesn't Need Line-by-Line Reading
burkov · x · 2026-07-17
The author argues that beyond the roughly **5%** of code that requires careful review, the remaining **95%** of generated code isn't worth checking line by line, as that portion is primarily "shaped" through daily usage. Their core takeaway is that if an LLM is capable of writing a piece of code, it generally should also be capable of fixing subsequent bugs. In other words, the focus after code generation shouldn't always be manual review, but rather relying more on the model's ability to iterate and repair.
More from coding & agent
- Autoresearch proposes packaging ML runs as studies with questions, analysis, and code diffs — morgymcg · 2026-07-21
- CHAP defines approvals, handoffs, and audit logs for human-agent workflows — DeliveryTechnical199 · 2026-07-21
- The author says Codex reached 20x and is now debugging spec decoding on a hybrid parallel setup — TheZachMueller · 2026-07-21
- Axcess adds an MCP connector for WCAG accessibility checks that scanners miss — modelcontextprotocol · 2026-07-21
- X post asks whether Cursor Composer, built on Kimi models, would also be banned — max_paperclips · 2026-07-21
- A developer’s Codex usage is draining pooled enterprise credits at a small company — Distinct_Relation_62 · 2026-07-21