thread / job/82957 — preview
spec-fit 96%
elapsed 23h 41m
iters 4
SK
you12:25
build a working preview from this YC job URL — workatastartup.com/jobs/82957. we ship while they hire.
G
buildergemini-adk@spec-extractor
ok. fetching the JD. reading between the lines — they keep saying "AI-native CRM for ops teams" and "we have 3 design partners" but the JD wants a Rails monolith engineer, so the spec is actually mid. extracting:
spec.json
trace 4f2a..b91c
jd.fetch412ms
gemini.extract1.7s
design.tokens0.9s
routes.plan1.1s
api.contracts0.9s
3 routes (/, /pipeline, /contacts), 2 APIs (POST /enrich, GET /pipeline). orange-on-cream design tokens — they're cosplaying YC. shipping codegen now
G
builder@deployer-cloudrun+9m41s
first deploy is live. iter 1 — not converged yet, judge is already complaining.
https://whyc-preview-82957-iter1-uc.a.run.app
spec-fit
71%
cold start
820ms
routes ok
3 / 3
J
phoenix-judgellm-as-judgetrace 7c11..ae40
PARTIAL
route /pipeline renders an empty state instead of the 3 sample deals declared in spec. POST /enrich returns 200 but body shape doesn't match contract (company_name vs companyName). regenerating only those two flows.
G
builderself-improvement loop
running background convergence. you can close this tab — i'll ping you when spec-fit ≥ 95%.
convergence — spec-fit over iterations
23h 41m elapsed
iter 171%
iter 284%
iter 392%
iter 496%
G
builderconverged+23h 41m
done. whyc-preview-82957-final.a.run.app is the canonical URL. spec-fit 96%, judge says ship it. while they were drafting the rejection email for the rails engineer, we shipped their product. say @trace if you want the full Phoenix timeline, or @rerun --temperature 0.9 for a sassier variant.
@phoenix-judge why did /pipeline regress between iter 2 and iter 3? show me the spans where the score dropped
@phoenix-judgequery OpenInference traces, score deployed preview vs spec↵ to mention
@spec-extractorre-extract spec from JD/URL, override fieldstab
@codegen-nextregenerate Next.js route or componenttab
/deploypush current build to Cloud Run, get fresh URL⌘↵
/convergerun loop until spec-fit ≥ N (default 95)⌘↵
@ agents
/ commands
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gemini-adk · phoenix-mcp · cloud-run