Tracely – Turn AI agent production failures into CI regression tests
Each one is derived from the last, and the trace starts it all.01TraceEvery production run streams in over OTLP — durable blob first, one indexed row per span. Agent, conversation and tool semantics are first-class columns, not strings.02DetectOnline evaluators grade each trace as it lands — LLM-as-judge at conversation, run or span level. Add --live when you want real calls.The PR gatetracely gate exits non-zero, posts the commit status and upserts a PR comment.
- ▪Each one is derived from the last, and the trace starts it all.01TraceEvery production run streams in over OTLP — durable blob first, one indexed row per span.
- ▪Agent, conversation and tool semantics are first-class columns, not strings.02DetectOnline evaluators grade each trace as it lands — LLM-as-judge at conversation, run or span level.
- ▪Add --live when you want real calls.The PR gatetracely gate exits non-zero, posts the commit status and upserts a PR comment.
Hacker News (AI / LLM) files mainly under ai. We currently carry 3,917 of its stories.
Story provenance
Source · retrieval · rights · ranking — open for full record
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Story provenance
Attribution is not the same as permission. This drawer separates discovery metadata, excerpts, WeSearch-generated summaries, reuse status, and whether the publisher receives the visit. Nothing here claims a legal grant the publisher has not made.
Record
| Original publisher | Tracely-studio |
| Canonical URL | https://tracely-studio.xyz/ |
| Publication time | Fri, 07 Aug 2026 00:25:30 +0000 |
| Retrieval time | 2026-08-07T00:40:43.739Z |
| Last seen | 2026-08-07T00:40:43.739Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | zzpGRs0kJJQG · 1 stories |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
Rights status (four layers)
WeSearch handling by dimension
| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
Trace-native CI/CD for AI agentsProduction failures become regression tests.Tracely grades every agent trace as it lands, clusters the failures into issues, freezes the bad runs into hermetic replayable cases — and blocks the pull request that would ship them again.production trace → failure detection → regression test → CI gateOpen the dashboard Star on GitHubhallucination · judgecited sources0.98 PASSgrounded answer0.94 PASSno fabrication0.99 PASSgate history · 7dpass rate 96% · 1 blocked mergetracely — traces / tr_9f2c41env=prod recagentsupport_agent8.4sllmplan · claude-sonnet-51.2stoolsearch_orders0.9stoolrefund_api▲ timeout · unhandled3.1sllmrespond · claude-sonnet-51.4sevaluatorsgrounded · PASSrefund_policy · PASSresolution · FAILCluster #12 — refund tool timeout ignored23 traces…
Excerpt limited to ~120 words for fair-use compliance. The full article is at Tracely-studio.
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