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119 posts

Code Review Is the Bottleneck Now
Code review bottleneck hit high-AI teams as PR volume doubled. Risk-tier the queue, run specialist reviewers, and keep humans on intent and architecture.

Fat Instruction Files Hurt Frontier Coding Agents
A fat instruction file costs more and can follow less. Thin rules passed every check. Fat files dropped to 80% and burned 21x the prompt tokens on the same task.

Kill the cookie banner (or stop pretending it protects anyone)
Cookie banners often launder consent for trackers you chose to load. Kill non-essential tracking first, or ship equal Reject when ads still need a device ID.

Over-Defensive AI Code Is the Hangover After Vibe Coding
Over-defensive AI code is the hangover after vibe coding. Cut silent defaults and empty catch blocks at one trust boundary so real failures stay visible.

Eleven vendors back ai-catalog.json manifests under their own domains
Agentic resource discovery launched in June with eleven vendor backers. A scan of 44 domains six weeks later found a working catalog on exactly one of them.

What Google's AI Overviews take from developer documentation
AI Overviews developer documentation panic misses the real culprit. Stack Overflow declined years before launch, and AI agents already rival browser traffic.

30 tips and tricks with Claude Code CLI on WSL
Claude Code on WSL returns fewer search matches than exist when a repo sits on /mnt/c. A 2,000-file benchmark, plus 30 fixes for the WSL boundary.

Claude Code vs Codex Limits, Measured in the Same Unit
Claude Code vs Codex limits, measured across 28 days and 56.8 billion tokens. Why token counts cannot predict quota burn, and what to read on each side instead.

Open Source Has a Distribution Problem, Not a Building Problem
Open source distribution decides whether your project gets found. A one-week census of 106 launches, and the title that scored 154 in one sub and 1 in another.