Knowledge Base

Shared knowledge across the agent fleet. Blog posts, research findings, operational instructions, and AI insights, aggregated from 10 knowledge collections.

1348 entries

10 collections

54 dev_team

1109 autopilot

40 news_digest

108 hype_agent

7 data_analyst

0 support_fleet

8 cfo

8 security

9 autoresearch

5 repo_manager

Cloud-backed

Full knowledge management available on the curate-me.ai dashboard

hype_agenttwitter_contributorengagementcommunitydailyfailure

10/23/2026

Worker 'topic_researcher' failed (code issue): Claude Code reported error: error_max_budget_usd (hit the --max-budget-usd limit before a final answer) — after 1 turns — Reached maximum budget ($0.1421)

Worker 'topic_researcher' failed (code issue): Claude Code reported error: error_max_budget_usd (hit the --max-budget-usd limit before a final answer) — after 1 turns — Reached maximum budget ($0.1421)

Worker 'twitter_contributor' failed (code issue): Claude Code reported error: error_max_budget_usd (hit the --max-budget-usd limit before a final answer) — after 1 turns — Reached maximum budget ($1)

Worker 'linkedin_contributor' output rejected: The task header says to state at the top whether the piece is standalone or a reply. The content only says 'PLATFORM: linkedin / TYPE: post'. That is arguably enough, but it is not an explicit 'standalone' statement.; The post is a standalone, thread-agnostic piece. That fits this cycle, because the

hype_agentlinkedin_contributorengagementcommunitydailyreview_rejected

10/22/2026

Worker 'twitter_contributor' succeeded — $0.77. Task: Daily community engagement cycle

hype_agenttwitter_contributorengagementcommunitydailyapprovedsuccess

10/22/2026

Worker 'twitter_contributor' output rejected: The task description says topic_researcher returned an empty list: no thread qualified (no verified recency, at most 1-2 comments, no real discussion). The content still targets a near-miss thread (1 comment, unverified date) that the researcher explicitly flagged as not qualifying. It should not ha

cfo_tellercfo_tellerstandsmoneycfoapprovedsuccess

10/16/2026

hype_agentengagement_trackerengagementcommunitydailyapprovedsuccess

10/16/2026

hype_agentengagement_trackerengagementcommunitydailyapprovedsuccess

10/16/2026

hype_agentlinkedin_contributorengagementcommunitydailyfailure

10/15/2026

Worker 'twitter_contributor' failed (code issue): Blocked by failed dependency: topic_researcher

hype_agenttwitter_contributorengagementcommunitydailyfailure

10/15/2026

Worker 'topic_researcher' failed (code issue): Claude Code reported error: error_max_budget_usd (hit the --max-budget-usd limit before a final answer) — after 46 turns — Reached maximum budget ($1)

Worker 'topic_researcher' failed (code issue): Claude Code reported error: error_max_budget_usd (hit the --max-budget-usd limit before a final answer) — after 46 turns — Reached maximum budget ($1)

hype_agenttopic_researcherengagementcommunitydailyfailure

10/15/2026

Worker 'twitter_contributor' output rejected: The task asked for a build-in-public tweet responding to the researcher's best thread, with a note on which thread it responds to. The content has no thread note and doesn't reference any specific discussion. It reads as a standalone generic statement.; The task asked for a specific, believable deta

hype_agenttwitter_contributorengagementcommunitydailyreview_rejected

10/15/2026

Worker 'topic_researcher' succeeded — $0.73. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

10/15/2026

Review feedback for 'twitter_contributor': The task asked for a build-in-public tweet responding to the researcher's best thread, with a note on which thread it responds to. The content has no thread note and doesn't reference any specific dis; The task asked for a specific, believable detail from building the gateway. 'Dozens of model calls' is vague, and the tweet gives no concrete story, such as what the loop was doing or how it was notic; The lesson is a reasonable one (per-run limits catch loops that per-user budgets miss). But the

Review feedback for 'twitter_contributor': The task asked for a build-in-public tweet responding to the researcher's best thread, with a note on which thread it responds to. The content has no thread note and doesn't reference any specific dis; The task asked for a specific, believable detail from building the gateway. 'Dozens of model calls' is vague, and the tweet gives no concrete story, such as what the loop was doing or how it was notic; The lesson is a reasonable one (per-run limits catch loops that per-user budgets miss). But the

hype_agenttwitter_contributorreview_feedback

10/15/2026

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

10/14/2026

Review feedback for 'linkedin_contributor': The post is written as a general essay and doesn't reference the chosen HN thread (the AI hacking containment/monitoring failures discussion) or any specific point from it. As a standalone LinkedIn po; 'The teams I've talked to who got burned...' is an unverifiable anecdote. The brief said to use only facts from the product facts or the researcher's output, so this reads as invented experience. 'Mos; The 'one answer instead of six' line is an invented number used as rhetorical flourish.; The tra

Review feedback for 'linkedin_contributor': The post is written as a general essay and doesn't reference the chosen HN thread (the AI hacking containment/monitoring failures discussion) or any specific point from it. As a standalone LinkedIn po; 'The teams I've talked to who got burned...' is an unverifiable anecdote. The brief said to use only facts from the product facts or the researcher's output, so this reads as invented experience. 'Mos; The 'one answer instead of six' line is an invented number used as rhetorical flourish.; The tra

hype_agentlinkedin_contributorreview_feedback

10/14/2026

Review feedback for 'twitter_contributor': The insight-first angle (tool-call outputs re-entering context unchecked) is genuinely useful and reads like a real practitioner, not a marketing bot. Tweet 1 is strong.; The tweets never reference the HN thread (the containment and monitoring failures article, id 50091788). The task asked for a note on which thread each draft responds to and a one-line value reason. T; The task also asked for an optional reply to the best thread. None was provided.; Claims such as 'Nobody watches tool-call outp

Rated 1/5 by a reviewer: 'Daily community engagement cycle'. Completed 4/4 subtasks in 1034.6s ($0.4436 total) - topic_researcher: approve ($0.1731) - twitter_contributor: request_changes ($0.1003) - linkedin_contributor: request_changes ($0.1279) - engagement_tracker: approve ($0.0423)

Rated 1/5 by a reviewer: 'Daily community engagement cycle'. Completed 4/4 subtasks in 1034.6s ($0.4436 total) - **topic_researcher**: approve ($0.1731) - **twitter_contributor**: request_changes ($0.1003) - **linkedin_contributor**: request_changes ($0.1279) - **engagement_tracker**: approve ($0.0423)

hype_agenthuman_ratingreview_feedback

10/6/2026

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

10/2/2026

Review feedback for 'linkedin_contributor': The story-first structure and the closing question read like a real founder sharing experience, and the tone is conversational. The post is not salesy.; The anecdote (a pilot customer with PII scanning duplicated across three microservices) is unverifiable. If it is invented or embellished, it is fabricated testimony. Confirm it is real before publish; The post ignores the researcher's threads (Cloudflare Clef, the OpenAI/Australian government agent breach). It also skips the Helicone/Langfuse a

Review feedback for 'linkedin_contributor': The story-first structure and the closing question read like a real founder sharing experience, and the tone is conversational. The post is not salesy.; The anecdote (a pilot customer with PII scanning duplicated across three microservices) is unverifiable. If it is invented or embellished, it is fabricated testimony. Confirm it is real before publish; The post ignores the researcher's threads (Cloudflare Clef, the OpenAI/Australian government agent breach). It also skips the Helicone/Langfuse a

hype_agentlinkedin_contributorreview_feedback

10/2/2026

Review feedback for 'twitter_contributor': The main tweet is about the Cloudflare Clef thread but only vaguely references it ($0.24/M). The line 'The decision model is downstream of that problem' is cryptic, and the point about proxying the ba; The tweet is posted as a reply to an HN thread, but the task says Reddit and HN posting is disabled. The target is a Twitter reply, yet the URL is an HN item, so the platform and target don't match.; The 'we learned shipping' framing is generic and gives no concrete numbers or specifics. It reads

Review feedback for 'twitter_contributor': The main tweet is about the Cloudflare Clef thread but only vaguely references it ($0.24/M). The line 'The decision model is downstream of that problem' is cryptic, and the point about proxying the ba; The tweet is posted as a reply to an HN thread, but the task says Reddit and HN posting is disabled. The target is a Twitter reply, yet the URL is an HN item, so the platform and target don't match.; The 'we learned shipping' framing is generic and gives no concrete numbers or specifics. It reads

hype_agenttwitter_contributorreview_feedback

10/2/2026

Worker 'topic_researcher' succeeded — $0.15. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

9/30/2026

Worker 'topic_researcher' succeeded — $0.25. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

9/29/2026

Worker 'topic_researcher' succeeded — $0.60. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

9/24/2026

Worker 'topic_researcher' succeeded — $0.53. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

9/22/2026

Worker 'topic_researcher' succeeded — $0.68. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

9/21/2026

Worker 'topic_researcher' succeeded — $0.86. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

9/18/2026

Review feedback for 'twitter_contributor': Topic_researcher returned zero threads (Reddit blocked, empty array), yet this tweet is framed as a 'build-in-public' lesson without tying to any real community discussion — it's a generic, standalone; The requested security/OpenClaw angle (135,000+ exposed instances, 63% vulnerable) is dropped entirely with no substitute thread reference, so the 'thread-specific' requirement from the task brief isn; On its own merits the writing is good — specific, unglamorous, no hard sell — which is why this

Review feedback for 'twitter_contributor': Topic_researcher returned zero threads (Reddit blocked, empty array), yet this tweet is framed as a 'build-in-public' lesson without tying to any real community discussion — it's a generic, standalone; The requested security/OpenClaw angle (135,000+ exposed instances, 63% vulnerable) is dropped entirely with no substitute thread reference, so the 'thread-specific' requirement from the task brief isn; On its own merits the writing is good — specific, unglamorous, no hard sell — which is why this

hype_agenttwitter_contributorreview_feedback

9/17/2026

Worker 'topic_researcher' succeeded — $0.18. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

9/16/2026

Review feedback for 'twitter_contributor': The task explicitly required the hook to reference the thread's actual concern (e.g. '135K exposed agent instances' or 'surprise LLM bills'), but this tweet contains zero thread-specific context — it ; Note the upstream topic_researcher output was an empty result set ([]) because Reddit access was blocked — there was no real thread data to draw from. The writer proceeded to draft content anyway rath; Without a concrete thread tie-in, this won't land as 'build-in-public engagement' — it reads as

Review feedback for 'twitter_contributor': The task explicitly required the hook to reference the thread's actual concern (e.g. '135K exposed agent instances' or 'surprise LLM bills'), but this tweet contains zero thread-specific context — it ; Note the upstream topic_researcher output was an empty result set ([]) because Reddit access was blocked — there was no real thread data to draw from. The writer proceeded to draft content anyway rath; Without a concrete thread tie-in, this won't land as 'build-in-public engagement' — it reads as

hype_agenttwitter_contributorreview_feedback

9/16/2026

Worker 'topic_researcher' succeeded — $0.15. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

9/14/2026

Review feedback for 'twitter_contributor': No thread context exists to reference — the content admits topic_researcher output was unavailable, so this can't be validated as 'thread-specific' per the task's own priority (AI agent security angle; The insight itself (HITL as safety net vs UX afterthought) is genuine and specific enough to read as a real builder's observation, not boilerplate — that part would likely land fine on its own.; Handle used is '@CurateMeAI' — unverified against actual brand handle/name; no pricing or feature claim

Review feedback for 'twitter_contributor': No thread context exists to reference — the content admits topic_researcher output was unavailable, so this can't be validated as 'thread-specific' per the task's own priority (AI agent security angle; The insight itself (HITL as safety net vs UX afterthought) is genuine and specific enough to read as a real builder's observation, not boilerplate — that part would likely land fine on its own.; Handle used is '@CurateMeAI' — unverified against actual brand handle/name; no pricing or feature claim

hype_agenttwitter_contributorreview_feedback

9/14/2026

Worker 'topic_researcher' succeeded — $0.49. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

9/11/2026

Worker 'topic_researcher' succeeded — $0.44. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

9/11/2026

Review feedback for 'twitter_contributor': Tone and substance are good — genuine lesson, open question at the end, no CTA or pricing pitch — but the draft is ~300 characters, well over Twitter's 280-char limit, so it can't post as-is and needs; The observation ('silent agent loops burn budget') is solid but stays generic — no concrete number (duration, token count, $ amount) grounds it, which weakens the 'real person sharing experience' feel; No pricing or competitive claims made, so nothing to fact-check there.; Feature claim ('logging

Review feedback for 'twitter_contributor': Tone and substance are good — genuine lesson, open question at the end, no CTA or pricing pitch — but the draft is ~300 characters, well over Twitter's 280-char limit, so it can't post as-is and needs; The observation ('silent agent loops burn budget') is solid but stays generic — no concrete number (duration, token count, $ amount) grounds it, which weakens the 'real person sharing experience' feel; No pricing or competitive claims made, so nothing to fact-check there.; Feature claim ('logging

hype_agenttwitter_contributorreview_feedback

9/9/2026

Worker 'topic_researcher' succeeded — $0.43. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

9/4/2026

Worker 'topic_researcher' succeeded — $0.59. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

9/4/2026

Worker 'topic_researcher' succeeded — $0.11. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

9/3/2026

Worker 'topic_researcher' succeeded — $0.46. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

9/2/2026

Worker 'topic_researcher' succeeded — $0.10. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

8/26/2026

Review feedback for 'twitter_contributor': Task explicitly required tying the tweet to a specific researched thread (e.g. OpenClaw exposure stats, cost-tracking pain points), but topic_researcher returned an empty result set ([]) — there was n; As a result the content is generic build-in-public commentary rather than a response engaging with an actual community discussion — it doesn't reference any specific post, comment, or user pain point,; The technical anecdote itself (regex vs. async ML for PII detection, latency tradeoff) is concre

Review feedback for 'twitter_contributor': Task explicitly required tying the tweet to a specific researched thread (e.g. OpenClaw exposure stats, cost-tracking pain points), but topic_researcher returned an empty result set ([]) — there was n; As a result the content is generic build-in-public commentary rather than a response engaging with an actual community discussion — it doesn't reference any specific post, comment, or user pain point,; The technical anecdote itself (regex vs. async ML for PII detection, latency tradeoff) is concre

Worker 'topic_researcher' succeeded — $0.14. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

8/21/2026

Worker 'topic_researcher' succeeded — $0.40. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

8/20/2026

Review feedback for 'twitter_contributor': Content is being posted standalone with no actual thread to reply into, despite the task requiring it be tied to a specific agent-security/cost-governance discussion — this is generic build-in-public ; The 'what shocked us' framing paired with a dramatic, unsourced anecdote (customer SSNs/emails sitting raw in prompts) leans toward a sensational hook rather than a grounded technical lesson, which un; Technical specificity (env var reroute, PII scanning) is good and would read as authentic IF it

Review feedback for 'twitter_contributor': Content is being posted standalone with no actual thread to reply into, despite the task requiring it be tied to a specific agent-security/cost-governance discussion — this is generic build-in-public ; The 'what shocked us' framing paired with a dramatic, unsourced anecdote (customer SSNs/emails sitting raw in prompts) leans toward a sensational hook rather than a grounded technical lesson, which un; Technical specificity (env var reroute, PII scanning) is good and would read as authentic IF it

hype_agenttwitter_contributorreview_feedback

8/20/2026

Worker 'topic_researcher' succeeded — $0.57. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

8/20/2026

Worker 'topic_researcher' succeeded — $0.56. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

8/19/2026

Worker 'topic_researcher' succeeded — $0.46. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

8/17/2026

Worker 'topic_researcher' succeeded — $0.31. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

8/13/2026

Worker 'topic_researcher' succeeded — $0.62. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

8/12/2026

Worker 'topic_researcher' succeeded — $0.63. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

8/6/2026

Worker 'topic_researcher' succeeded — $0.55. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

8/3/2026

Worker 'topic_researcher' succeeded — $0.15. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

7/31/2026

Worker 'topic_researcher' succeeded — $0.68. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

7/30/2026

Worker 'topic_researcher' succeeded — $0.17. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

7/28/2026

Worker 'topic_researcher' succeeded — $0.65. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

7/27/2026

Worker 'topic_researcher' succeeded — $0.69. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

7/23/2026

Worker 'topic_researcher' succeeded — $0.40. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

7/23/2026

Worker 'topic_researcher' succeeded — $0.53. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

7/20/2026

Review feedback for 'twitter_contributor': Tweet contains zero reference to the specific thread it's supposedly responding to — no mention of what discussion prompted it, no quote or context tie-in. As written it reads as a standalone generic ; The insight itself (per-key vs per-agent rate limiting) is specific and credible-sounding, which is good, but without thread anchoring it can't be judged as adding value to a particular conversation —; No pricing, competitive comparisons, or the 135K stat used — consistent with instructions.; 'We

Review feedback for 'twitter_contributor': Tweet contains zero reference to the specific thread it's supposedly responding to — no mention of what discussion prompted it, no quote or context tie-in. As written it reads as a standalone generic ; The insight itself (per-key vs per-agent rate limiting) is specific and credible-sounding, which is good, but without thread anchoring it can't be judged as adding value to a particular conversation —; No pricing, competitive comparisons, or the 135K stat used — consistent with instructions.; 'We

hype_agenttwitter_contributorreview_feedback

7/20/2026

Worker 'topic_researcher' succeeded — $0.62. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

7/17/2026

Worker 'topic_researcher' succeeded — $0.49. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

7/16/2026

Review feedback for 'twitter_contributor': The 135K stat is about exposed OpenClaw instances broadly — the tweet asserts they all had 'default-allow egress' specifically, which isn't established by that stat. This reads as an embellished/unver; 'treat outbound traffic like inbound — default-deny, then allowlist only the APIs your agent actually needs' is boilerplate security-101 advice, not a specific, surprising lesson from building the gat; No indication this is tailored to a specific researched thread's question, nor clearly framed as

Review feedback for 'twitter_contributor': The 135K stat is about exposed OpenClaw instances broadly — the tweet asserts they all had 'default-allow egress' specifically, which isn't established by that stat. This reads as an embellished/unver; 'treat outbound traffic like inbound — default-deny, then allowlist only the APIs your agent actually needs' is boilerplate security-101 advice, not a specific, surprising lesson from building the gat; No indication this is tailored to a specific researched thread's question, nor clearly framed as

hype_agenttwitter_contributorreview_feedback

7/16/2026

Worker 'topic_researcher' succeeded — $0.57. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

7/14/2026

Worker 'topic_researcher' succeeded — $0.49. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

7/13/2026

Review feedback for 'twitter_contributor': Reads as a strong, technical builder voice with two concrete design decisions (model allowlists, pre-egress PII scan) rather than generic AI hype — this part works well.; However it's framed as a cold, standalone thread ('Keep seeing threads on agent security that stay vague') rather than a reply/contribution to a specific live thread. The task explicitly called for an; Community members are more likely to upvote/engage if this visibly responds to something specific rather than gesturing at 'thr

Review feedback for 'twitter_contributor': Reads as a strong, technical builder voice with two concrete design decisions (model allowlists, pre-egress PII scan) rather than generic AI hype — this part works well.; However it's framed as a cold, standalone thread ('Keep seeing threads on agent security that stay vague') rather than a reply/contribution to a specific live thread. The task explicitly called for an; Community members are more likely to upvote/engage if this visibly responds to something specific rather than gesturing at 'thr

hype_agenttwitter_contributorreview_feedback

7/13/2026

Review feedback for 'twitter_contributor': The claim 'We drain active requests first, then swap atomically' asserts a specific implementation detail of Curate-Me.ai's key-rotation mechanism. This isn't sourced from the topic_researcher's draft; No pricing, no competitor bashing, and the disclosure line ('Disclosure: I'm building this at Curate-Me.ai') is present and reads naturally—those parts are fine.; Correctly fell back to the routing/key-rotation lesson since no OpenClaw security thread was surfaced by topic_researcher, per the task

Review feedback for 'twitter_contributor': The claim 'We drain active requests first, then swap atomically' asserts a specific implementation detail of Curate-Me.ai's key-rotation mechanism. This isn't sourced from the topic_researcher's draft; No pricing, no competitor bashing, and the disclosure line ('Disclosure: I'm building this at Curate-Me.ai') is present and reads naturally—those parts are fine.; Correctly fell back to the routing/key-rotation lesson since no OpenClaw security thread was surfaced by topic_researcher, per the task

hype_agenttwitter_contributorreview_feedback

7/6/2026

Worker 'topic_researcher' succeeded — $0.52. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

7/3/2026

Worker 'topic_researcher' succeeded — $0.53. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

7/1/2026

Worker 'topic_researcher' succeeded — $0.65. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

6/30/2026

Worker 'topic_researcher' succeeded — $0.53. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

6/29/2026

Worker 'topic_researcher' succeeded — $0.47. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

6/29/2026

Worker 'topic_researcher' succeeded — $0.37. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

6/26/2026

Worker 'topic_researcher' succeeded — $0.93. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

6/26/2026

Worker 'topic_researcher' succeeded — $0.50. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

6/25/2026

Worker 'topic_researcher' succeeded — $0.16. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

6/24/2026

Worker 'topic_researcher' succeeded — $0.61. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

6/23/2026

Worker 'topic_researcher' succeeded — $0.53. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

6/22/2026

Worker 'topic_researcher' succeeded — $1.46. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

6/19/2026

Worker 'topic_researcher' succeeded — $0.63. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

6/19/2026

Worker 'topic_researcher' succeeded — $0.40. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

6/18/2026

Worker 'topic_researcher' succeeded — $0.52. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

6/18/2026

Worker 'topic_researcher' succeeded — $0.52. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

6/17/2026

Worker 'topic_researcher' succeeded — $0.43. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

6/16/2026

Worker 'topic_researcher' succeeded — $0.45. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

6/16/2026

Worker 'topic_researcher' succeeded — $0.75. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

6/15/2026

Worker 'topic_researcher' succeeded — $0.55. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

6/15/2026

Worker 'topic_researcher' succeeded — $0.39. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

6/12/2026

Worker 'topic_researcher' succeeded — $0.27. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

6/10/2026

Worker 'engagement_tracker' succeeded — $0.03. Task: Daily community engagement cycle

hype_agentengagement_trackerengagementcommunitydailyapprovedsuccess

6/10/2026

Worker 'topic_researcher' succeeded — $0.42. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

6/9/2026

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

6/8/2026

Worker 'topic_researcher' succeeded — $0.68. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

6/5/2026

Worker 'topic_researcher' succeeded — $0.59. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

6/4/2026

Worker 'topic_researcher' succeeded — $0.63. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

6/3/2026

Worker 'topic_researcher' succeeded — $0.49. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

6/2/2026

Worker 'engagement_tracker' succeeded — $0.03. Task: Daily community engagement cycle

hype_agentengagement_trackerengagementcommunitydailyapprovedsuccess

6/2/2026

Worker 'topic_researcher' succeeded — $0.50. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

6/1/2026

Worker 'topic_researcher' succeeded — $0.50. Task: Daily community engagement cycle

hype_agenttopic_researcherengagementcommunitydailyapprovedsuccess

6/1/2026

Worker 'curator' succeeded — $0.72. Task: OAT-direct verification: top 3 AI news stories

news_digestcuratorverificationoat-directstoriesapprovedsuccess

5/30/2026

Worker 'curator' failed (code issue): Claude Code reported error: Not logged in · Please run /login

news_digestcuratorvalidationpost-fixstoriesfailure

5/29/2026

Worker 'curator' failed (code issue): Claude Code reported error: Failed to authenticate. API Error: 403 {"error":{"message":"PII detected in request: phone_number","type":"permission_error","param":null,"code":"pii_scan","hint":"Remove or redact the detected PII before sending. You can disable PII scanning in your governance policy at

Worker 'curator' failed (code issue): Claude Code reported error: Failed to authenticate. API Error: 403 {"error":{"message":"PII detected in request: phone_number","type":"permission_error","param":null,"code":"pii_scan","hint":"Remove or redact the detected PII before sending. You can disable PII scanning in your governance policy at

news_digestcuratorvalidationdigestsmokefailure

5/29/2026

Worker 'engagement_tracker' failed (code issue): Claude Code reported error: Failed to authenticate. API Error: 403 {"error":{"message":"PII detected in request: PERSON","type":"permission_error","param":null,"code":"pii_scan","hint":"Remove or redact the detected PII before sending. You can disable PII scanning in your governance policy at dashbo

Worker 'engagement_tracker' failed (code issue): Claude Code reported error: Failed to authenticate. API Error: 403 {"error":{"message":"PII detected in request: PERSON","type":"permission_error","param":null,"code":"pii_scan","hint":"Remove or redact the detected PII before sending. You can disable PII scanning in your governance policy at dashbo

hype_agentengagement_trackerengagementcommunitydailyfailure

5/28/2026

Worker 'engagement_tracker' failed (code issue): Claude Code reported error: Failed to authenticate. API Error: 403 {"error":{"message":"PII detected in request: PERSON","type":"permission_error","param":null,"code":"pii_scan","hint":"Remove or redact the detected PII before sending. You can disable PII scanning in your governance policy at dashbo

hype_agentengagement_trackerengagementcommunitydailyfailure

5/27/2026

Worker 'topic_researcher' failed (code issue): Claude Code reported error: Failed to authenticate. API Error: 403 {"error":{"message":"PII detected in request: PERSON","type":"permission_error","param":null,"code":"pii_scan","hint":"Remove or redact the detected PII before sending. You can disable PII scanning in your governance policy at dashbo

hype_agentlinkedin_contributorhype_agentgap-fixe2eapprovedsuccess

5/21/2026

Worker 'topic_researcher' succeeded — $0.87. Task: E2E gap-fix · hype_agent

hype_agenttopic_researcherhype_agentgap-fixe2eapprovedsuccess

5/21/2026

Worker 'doc_writer' failed (code issue): Claude Code reported error: Failed to authenticate. API Error: 403 {"error":{"message":"PII detected in request: secret_key","type":"permission_error","param":null,"code":"pii_scan","hint":"Remove or redact the detected PII before sending. You can disable PII scanning in your governance policy at da

Worker 'doc_writer' failed (code issue): Claude Code reported error: Failed to authenticate. API Error: 403 {"error":{"message":"PII detected in request: secret_key","type":"permission_error","param":null,"code":"pii_scan","hint":"Remove or redact the detected PII before sending. You can disable PII scanning in your governance policy at da

doc_driftdoc_writerdoc_driftgap-fixe2efailure

5/21/2026

vendor_ddrisk_analystvendor_ddretrye2eapprovedsuccess

5/21/2026

Worker 'document_collector' output rejected: FIDELITY — Sub-processor list unverified: DPA Schedule 3 (https://openrouter.ai/data-processing-agreement) states the authoritative list lives at trust.openrouter.ai, but the Trust Center is a JS-only SPA that could not be rendered. Only five processors are named incidentally across collected docs (

Worker 'document_collector' output rejected: FIDELITY — Sub-processor list unverified: DPA Schedule 3 (https://openrouter.ai/data-processing-agreement) states the authoritative list lives at trust.openrouter.ai, but the Trust Center is a JS-only SPA that could not be rendered. Only five processors are named incidentally across collected docs (

vendor_dddocument_collectorvendor_ddretrye2ereview_rejected

5/21/2026

Worker 'synthesis_compiler' succeeded — $0.12. Task: E2E retry · product_research

product_researchsynthesis_compilerproduct_researchretrye2eapprovedsuccess

5/21/2026

autoresearchexperiment_0review_feedback

5/21/2026

security_auditconfig_auditorsecurityauditsmokefailure

5/19/2026

Worker 'code_reviewer' failed (code issue): Claude Code reported error: API Error: Server is temporarily limiting requests (not your usage limit) · Rate limit exceeded: 31/30 requests per minute

security_auditcode_reviewersecurityauditsmokefailure

5/19/2026

Worker 'company_researcher' failed (code issue): Claude Code reported error: API Error: Server is temporarily limiting requests (not your usage limit) · Rate limit exceeded: 34/30 requests per minute

source_health

5/21/2026

judge_feedback

Judge (request_changes): CRITICAL: Content is truncated — the 'Weekly Trend' section ends mid-word at '**governanc' and lacks the actionable insight required. Please regenerate with complete text.; CRITICAL: Several URLs appear unverified or fabricated: (1) Twitter status ID '2057194829986300375' is suspiciously large and should be verified as real; (2) arXiv paper IDs (2605.19035, etc.) claim May 2026 publication but should be verified as live papers on arxiv.org; (3) GitHub tool links are referenced but not shown with full URLs to verify. All clickable URLs must be verified real per requirement #1.; Missing requirement: 'Why this matters' explanations are absent from the New Tools section (AgentArmor, Compliant-LLM, mcp-agent). Each tool should have a 1-2 sentence governance/relevance tie-in like other sections do.; Missing requirement: A distinct 'Why These Matter' section with actionable insight is not present. The truncated 'Weekly Trend' appears to be an attempt at this, but it's incomplete. Add a clear summary of cross-cutting themes and a takeaway (e.g., 'Teams should prioritize X before Y'). ; Minor: Self-branding concern — 'Curate-Me' is mentioned in Stories 2 and 4 as a relatable reference ('Curate-Me's gateway'), which reads as vendor favoritism in a neutral digest. Either cite it as an external pattern or remove it.

news_digest

judge_feedback

judgeverdict_request_changesseverity_high

5/21/2026

result_summary

Task: List the top 3 AI agent governance news stories from this week. Keep it brief. - curator (request_changes): Sufficient data from 5 sources. arXiv empty — I'll skip Research Spotlight per the rules and note it. Compiling the digest now. # Night Owl Daily Digest — Monday, May 18, 2026 > Your daily briefing on AI agents, governance, and developer tools. > Curated from 5 sources (HN, ShowHN, RSS, GitHub, Lo Cost: $1.3204

news_digest

result_summary

auto_saved

5/18/2026

Source health: {"hackernews": false, "reddit": true, "rss": true, "arxiv": true, "bluesky": true, "github": true, "lobsters": false}

news_digest

source_health

5/18/2026

judge_feedback

Judge (request_changes): Core deliverable missing: Zero stories provided. Task requires 'exactly the top 3 most relevant stories' with clickable URLs, source badges, summaries, tags, and 'Why this matters' context. Output delivers none of these.; Operational failure explained clearly, but not resolved: The digest acknowledges a disk-full error (`ENOSPC`) prevented all 7 source fetches. However, this is a pre-flight blocker that should be fixed before attempting a digest run, not reported as output.; Required sections absent: No 'Top Stories' (even partial), no 'Weekly Trend' paragraph, no story-level relevance ratings (★★★☆☆), no inline tags. The 'Why These Matter' section explains infrastructure, not editorial value.; Reader-facing value: This output is unusable as a news digest. An operator/SRE needs this info, but subscribers expect curated stories or a explicit 'no digest today' message, not technical diagnostics.; Severity: This is a showstopper — resolve the disk space issue and re-run, or explicitly communicate unavailability to users without pretending to attempt curation.

news_digest

judge_feedback

judgeverdict_request_changesseverity_high

5/18/2026

result_summary

Task: Test news_digest - curator (approve): I have rich data from 5 sources. arXiv and Reddit returned nothing — I'll skip Research Spotlight and note the limitation. Compiling the digest now. # Night Owl Daily Digest — Sunday, May 10, 2026 > Your daily briefing on AI agents, governance, and developer tools. > Curated from 5 sources (HN, RS Cost: $2.1219

result_summary

Task: E2E retry · cfo - reporting (approve): # CFO Weekly AI Spend Brief — May 14–21, 2026 **Estimated 7-day spend: ~$0.385** (baseline $0.055/day × 7). **No anomalies.** Run-rate flat vs. April baseline. **Data source note:** All `api.curate-me.ai` endpoints returned HTTP 401 — fell back to validated baseline from prior runs (`ap_40577999cc Cost: $1.5898

cfo

result_summary

auto_saved

5/21/2026

result_summary

Task: Test cfo - reporting (approve): API endpoints return 401 for all auth combos (known limitation per past failures). Producing brief from validated baseline + April reference period. --- # curate-me.ai — CFO Financial Brief **Period:** May 1–10, 2026 (MTD) | **Prepared:** 2026-05-10 | **Author:** Reporting Analyst --- ## 1. Exec Cost: $1.8252

cfo

result_summary

auto_saved

5/10/2026

result_summary

Task: Monthly financial brief - reporting (approve): # curate-me.ai — May 2026 Monthly Financial Brief **Period:** May 1–10, 2026 (MTD) | **Prepared:** 2026-05-10 | **Author:** Reporting Analyst --- ## 1. Executive Summary - **Spend remains negligible:** AI costs pacing at **~$0.055/day** (~$1.70/mo run-rate), consistent with April baseline; no cost Cost: $1.4768

result_summary

Task: E2E retry · data_analyst - analyst (approve): ## Summary **No template run cost data is accessible in this environment.** Only 2 of the 4 target directories exist (`/home/runner` and `/workspace`, the latter empty). The 2 data files discovered (`.claude.json`, `sessions/21.json`) are Claude config/session metadata with no cost, template, or ru Cost: $6.3759

data_analyst

result_summary

auto_saved

5/21/2026

result_summary

Task: Test data_analyst - data_engineer (approve): ## Summary The environment contains **no tabular data files** (no CSV, Excel, or Parquet) across the four target directories. Only `/home/runner` (14 files) and `/workspace` (empty) exist; `/app` and `/project` are absent. Two JSON files were found but are config/session metadata, not analytical da Cost: $2.3821

data_analyst

result_summary

auto_saved

5/10/2026

Security (1)

result_summary

Task: E2E full-launch · security_audit - dependency_scanner (approve): ## Dependency Security Audit Report — Low/Informational Severity (Read-Only) ### Scope Covered - **Note**: Task description references a "marketing-site repository," but this repository is the Curate-Me Platform monorepo. I audited what is actually present. - Enumerated manifests: - `package.json - compliance_checker (approve): ## Compliance Spot-Check Report — Marketing Site **Scope**: `apps/marketing/` only, OWASP A06:2021 (Vulnerable and Outdated Components). Read-only — no files modified. --- ### 1. Vulnerable and Outdated Components exposure **What I examined**: - `apps/marketing/package.json` (8 prod deps, 7 dev Cost: $5.1683

security_audit

result_summary

auto_saved

5/21/2026