buildOne report1 publisher Shihipar's runs show Claude Code's effort level mostly buys self-testing
Thariq Shihipar's runs show Claude Code at max effort cut missed edge cases from 59 to 24, yet misread unclear tasks 47 times against 25 at low. At about triple the tokens per attempt, a high default pays for self-checking that only some kinds of work turn into passes.
Reality
- Evidence40
- Adoption
- Not scored
- Hype gap+10
- Incentives
- Not scored
- Confidence35
Claude Code's new AGENTS.md fallback leaves the symlink as the only audit trail
Version 2.1.277 reads a shared AGENTS.md when no CLAUDE.md is in scope. The documented exceptions cover first sessions, telemetry-disabled runs, Bedrock, Vertex and Foundry, and the hooks governance tooling watches.
Reality
- Evidence68
- Adoption58
- Hype gap+12
- Incentives62
- Confidence64
buildConfirmed4 publishers Anthropic shipped the AGENTS.md fallback in Claude Code 2.1.277 as a flag-gated built-in mod. Two machines on the same pinned version can load different project instructions. The same week's digest also logs a reverted deny-rule fix.
Perspective Coverage
4 publishers
- Builder
- Builder 52%
- Operator
- Operator 39%
- Investor
- Investor 9%
Reality
- Evidence78
- Adoption62
- Hype gap−6
- Incentives58
- Confidence74
buildOne report1 publisher Claude's limits are token meters on two clocks, and your open session is what drains them
Anthropic meters Pro and Max on a rolling 5-hour window and a weekly cap, both counted in tokens. What drains them is re-read context, not how many questions you ask.
Reality
- Evidence42
- Adoption48
- Hype gap+12
- Incentives58
- Confidence40
buildOne report1 publisher Anthropic's /eli5 skill: two lines of instruction, one HTML file, no room for precision
A Claude Code skill that Anthropic staff reportedly use internally emits a single standalone HTML explainer built from big pictures and few words. The constraint is the product, and also the ceiling.
Reality
- Evidence56
- Adoption24
- Hype gap+24
- Incentives44
- Confidence48