3 sources filed · EN 1 · JA 2
Seven contrasts: naming (orders vs ord), column comments, value meaning ('cancelled' enum vs sts = 9), type (datetime vs char(14)), foreign keys, soft delete (deletedat vs dflg = 'Y'), and price columns (unitpriceexcludingtax vs prca).
1.9xcost and output tokens for the obscured schema versus the readable one ($0.41 vs $0.21 per run)
Three questions per post: relevance (is the service the subject, not just named), one of eight categories, and five-level sentiment with an instruction to read sarcasm by intent.
~$5/monthJev classification cost; X API reads at $0.005 per post are the main expense
February: an S3-backed service behind SSO, with a script packaged as a Claude plugin to publish HTML.
~$6.4kClaude tokens spent building the dashboard platform over 8 months (325 commits, ~74,000 lines)
2 sources filed · ZH 1 · JA 1
WorkSpace isolation: each project gets its own file system, memory and skills, so contexts do not leak between projects.
70.6 at $3.15score and cost on seven long tasks with Sonnet 4.6 planning and MiniMax-M2.7 executing
Six small real fixes (three bugs, three features) from six public Python libraries, all made after July 2026, three runs each.
17/18 vs 18/18coding runs passing all tests: Qwen3.5-122B on vLLM versus Claude Opus 5.5 in Claude Code
1 source filed · EN 1
82% of CEOs are more optimistic about AI's ROI than a year ago; 72% say they are the main AI decision maker, twice last year.
5% / 60%companies generating AI value at scale versus those reporting no material gains