Events Pipeline activity log, diagnostics, and operational metrics.
Pipeline Events 12016 last 24h · 295795 last 7d
credit_exhausted: 169683 dlq: 97864 rate_limit: 7383 eval_skip: 6138 eval_success: 4574 cron_run: 2755 eval_failure: 2738 eval_retry: 2271 dlq_replay: 752 self_throttle: 706 rater_validation_warn: 535 rater_validation_fail: 169 coverage_crawl: 62 dlq_auto_replay: 60 trigger: 36 cron_error: 23 calibration: 22 rater_auto_disable: 15 story_dead: 4 auto_retry: 2 rater_auto_enable: 2 story_flagged: 1
Recent Events
2026-02-28 04:51 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 04:51 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 04:50 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 04:50 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 04:50 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 04:50 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 04:50 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 7R - -
2026-02-28 04:50 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 04:50 eval_success Light evaluated: Strong positive (0.80) - -
2026-02-28 04:50 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 04:50 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 04:50 cron_run Cron: 3 new, 683 unique stories - -
2026-02-28 04:50 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 04:50 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 04:50 eval_success Light evaluated: Strong positive (0.80) - -
Evaluation Queue 100 stories waiting
# Status Story Domain
1 pending Show HN: Lneto – IEEE802.3/IP/TCP/HTTP in 8kB of RAM in Go github.com
2 pending Show HN: I built a 0-CPU desktop app to track LLM limits,Python/DjangoPyWebView github.com
3 pending Show HN: Crypto volume anomaly scanner – a token at 127x its daily market cap frog03-20494.wykr.es
4 pending Show HN: Accept.md now supports SvelteKit – return Markdown from any page www.accept.md
5 pending Show HN: I made a website to write online math as fast as paper www.scratchpad-math.com
6 pending Show HN: OpenTimelineEngine – Shared local memory for Claude Code and codex github.com
7 pending Show HN: I built a site where you hire yourself instead of applying for jobs hired.wtf
8 pending Show HN: Notemac++ – A Notepad++-inspired code editor for macOS and the web github.com
9 pending Show HN: MCP server for AI compliance documentation (Colorado AI Act) github.com
10 pending Show HN: Host a Real time collaborative spreadsheet right from your pocket gitlab.com
11 pending Show HN: Forge-GPU – 55 C lessons for SDL's GPU API, built with Claude Code github.com
12 pending Show HN: I built a local RAG chatbot to navigate my university's scattered data github.com
13 pending Self-Hosted NVR Upgrade: Raspberry Pi CM5 with Hailo-8 AI and Poe www.youtube.com
14 pending Trump tells government to stop using Anthropic's AI systems www.nbcnews.com
15 pending Trump orders federal agencies to stop using Anthropic's AI technology www.cbsnews.com
16 pending Show HN: Expensive Lawyer Is Making Mistakes findthefuckup.com
17 pending Show HN: AgentGames.co – my interactive story game creator agentgames.co
18 pending Show HN: Smart card eID driver written in Zig github.com
19 pending Show HN: I Built a $1 Escalating Internet Billboard – Called Space www.spacefilled.com
20 pending Trump moves to blacklist Anthropic over AI fight with Pentagon www.axios.com
21 pending Show HN: Mac hardware toys – pipe your accelerometer into your keyboard lights github.com
22 pending Tripling an LLM's ARC-AGI-2 score with code evolution imbue.com
23 pending Show HN: Vector database vibe-coded in WASM, 5x faster than JavaScript chuanqisun.github.io
24 pending Amid crackdown on Chinese students, one US university appears to block them www.theguardian.com
25 pending Show HN: Interactive Resume/CV Game breezko.dev
26 pending Trump Administration reiterates human in the loop policy for nuclear weapons self
27 pending Show HN: PDF reader with interactive visualizations for any concept zerodistract.com
28 pending Show HN: Goatpad www.goatpad.xyz
29 pending Epstein Sought to Establish Behavioral Engineering Institute at Stanford stanfordreview.org
30 pending Show HN: Music Discovery Marketplace www.secondtrack.co
31 pending [CAL-LIGHT] Global Times (EX-5) www.globaltimes.cn
32 pending [CAL-LIGHT] Jacobin (EX-4) jacobin.com
33 pending [CAL-LIGHT] PyPI (EX-3) pypi.org
34 pending [CAL-LIGHT] PressTV (EX-2) www.presstv.ir
35 pending [CAL-LIGHT] Shopify (EX-1) www.shopify.com
36 pending [CAL-LIGHT] Merriam-Webster (EN-5) www.merriam-webster.com
37 pending [CAL-LIGHT] Wikipedia (Oxygen) (EN-4) en.wikipedia.org
38 pending [CAL-LIGHT] XE.com (EN-3) www.xe.com
39 pending [CAL-LIGHT] Time and Date (EN-2) www.timeanddate.com
40 pending [CAL-LIGHT] Weather.gov (EN-1) www.weather.gov
41 pending [CAL-LIGHT] Internet Archive (EP-5) archive.org
42 pending [CAL-LIGHT] ProPublica (EP-4) www.propublica.org
43 pending [CAL-LIGHT] Human Rights Watch (EP-3) www.hrw.org
44 pending [CAL-LIGHT] EFF Deeplinks (EP-2) www.eff.org
45 pending [CAL-LIGHT] Amnesty International (EP-1) www.amnesty.org
46 pending We found 118 performance bugs across 2 PRs written with Claude Code www.codeflash.ai
47 pending Preserving the Web Is Not the Problem. Losing It Is www.techdirt.com
48 pending Show HN: A self-hosted OAuth 2.0 server for authenticating AI agents and machine github.com
49 pending Ask HN: How do you handle duplicate side effects when jobs, workflows retry? self
50 pending Show HN: Lar-JEPA – A Testbed for Orchestrating Predictive World Models github.com
51 pending Show HN: StillPoint – local-first Markdown workspace with distributed sync github.com
52 pending Netflix drops bid for Warner Bros, clearing way for Paramount takeover www.bbc.com
53 pending Paramount Wins Bidding War for Warner Discovery as Netflix Drops Out www.wsj.com
54 pending Canadian government demands safety changes from OpenAI www.engadget.com
55 pending Show HN: Usplus.ai – Build a company of AI agents and execute work autonomously usplus.ai
56 pending Block (Square) plans to lay off nearly half its staff in embrace of AI www.morningstar.com
57 pending Show HN: Stop reviewing AI-generated code during a PR, move it in the edit cycle medium.com
58 pending Kansas invalidates drivers licenses of trans people www.theguardian.com
59 pending Show HN: Safari-CLI – Control Safari without an MCP www.npmjs.com
60 pending The Remote-Work Dream Isn't Dead, but It's Slipping Away www.wsj.com
61 pending Musk touts California robotaxis but Tesla does nothing to get permits finance.yahoo.com
62 pending Show HN: Smplogs – Local-first AWS Cloudwatch log analyzer via WASM www.smplogs.com
63 pending Show HN: I built a local AI-powered Ouija board with a fine-tuned 3B model github.com
64 pending Trump, seeking executive power over elections, is urged to declare emergency www.washingtonpost.com
65 pending Show HN: Protection Against Zero-Day Cyber Attacks self
66 pending Show HN: Librarian – Cut token costs by up to 85% for LangGraph and OpenClaw uselibrarian.dev
67 pending Rubin Observatory starts realtime monitoring of the sky with alerts www.washington.edu
68 pending Show HN: Browser-based .NET IDE with visual designer, NuGet packages, code share xaml.io
69 pending Show HN: Batchling – save 50% off any GenAI requests in two lines of code github.com
70 pending Show HN: The best agent orchestrator is a 500-line Markdown file github.com
71 pending Show HN: Conjure – 3D printed objects from text description only conjure.tech
72 pending Show HN: I built a managed Claude AI and hosting service codedoc.us
73 pending Show HN: I made a directory for Claude skills skillsplayground.com
74 pending Regex is dead. We replaced it matchlang.com
75 pending How AI skills are quietly automating my workday medium.com
76 pending Show HN: Mthds – Beyond skills: a typed DSL for executable AI methods mthds.ai
77 pending Show HN: NotBuiltYet– Open-source library of civilisation problems worth solving shivankar-madaan.github.io
78 pending Show HN: Gonzales – Self-hosted internet speed monitor with Home Assistant github.com
79 pending Show HN: I'm building TaskWeave, a task orchestrator github.com
80 pending Apple Launch on Monday twitter.com
81 pending Larry Summers to resign from Harvard over Epstein ties www.reuters.com
82 pending CIA offering Iranians instructions for using Tor xcancel.com
83 pending Israeli soldiers shot a Palestinian boy and stood around as he bled to death www.bbc.com
84 pending Aikido launches infinite pentesting – Automated pentesting on every release www.aikido.dev
85 pending Linux 7.0 is coming: What to expect from the next major kernel release www.linuxjournal.com
86 pending Show HN: One grammar, 18 YAML parsers – a Futamura projector in Common Lisp github.com
87 pending Claude Code Bug triggers Rate limits without usage self
88 pending Show HN: I built this toolbox with AI – never wrote a line myself tool.hikun.me
89 pending Comparing manual vs. AI requirements gathering: 2 sentences vs. 127-point spec self
90 pending Show HN: Parallel rsync launcher with fancy progress bars github.com
91 pending I Hate Trump's Awful Policies, but I Love That He's an Asshole www.mcsweeneys.net
92 pending Show HN: PyMOL-RS – Rust reimplementation of PyMOL with modern rendering github.com
93 pending Show HN: I built an AI that turns emailed PDFs into ledger entries in 60s baguno.app
94 pending Show HN: Better Hub – A better GitHub experience www.better-hub.com
95 pending Show HN: Codex builds a working NES Emulator in one hour github.com
96 pending There is no reason Canadian Tire company should have any of my data infosec.exchange
97 pending Show HN: Skillscape – Engineering skills matrix without the spreadsheet www.skillscape.dev
98 pending Mumsnet campaign demands ban on social media for under-16s www.theguardian.com
99 pending Earth's heat to power 10k homes in renewable energy first for UK www.bbc.co.uk
100 pending Show HN: Nullroom.io – Experimental, stateless P2P messaging and file sharing www.nullroom.io
Dead Letter Queue 39 pending
Status
39 pending · 812 replayed · 97018 discarded
47181211 OpenAI raises $110B on $730B pre-money v...
47175281 Two Insider Cases We've Recently Closed...
41858665 FTC announces "click-to-cancel" rule mak...
25623858 Uber discovered they’d been defrauded ou...
39890262 LLaMA now goes faster on CPUs...
API & Rate Limits 272730 errors 7d
Errors/warnings (7d)
API Headroom claude-haiku-4-5-20251001 · 2026-02-26 04:51
Requests
999/1000
Input Tokens
449k
Output Tokens
89k
Cache: 69% 429s: 0
Cycle Performance
Cycle Start Crawl Found New Evals Fail Cycle Time
2026-02-28 04:47 45.1s 682 0 28 --- current
2026-02-28 04:44 44.6s 682 1 27 --- 2m 54s
2026-02-28 04:41 54.4s 682 3 31 --- 2m 41s
2026-02-28 04:37 14.0s 682 0 43 --- 3m 57s
2026-02-28 04:35 44.9s 682 2 28 --- 2m 29s
2026-02-28 04:32 46.9s 683 2 30 --- 2m 57s
2026-02-28 04:29 51.3s 683 1 34 --- 2m 56s
2026-02-28 04:26 63.9s 682 1 25 --- 2m 27s
2026-02-28 04:23 45.4s 682 1 35 --- 3m 39s
2026-02-28 04:20 53.0s 683 2 33 --- 2m 53s
Avg: 31.8 evals/cycle · 2m 59s cycle time
Throttle Impact 35m wasted 7d
Model Events Wasted (7d)
706 35m 22s
Eval Latency
Model P50 P95 P99 N
llama-4-scout-wai 50.6h 62209.4h 98857.0h 616
deepseek-v3.2 88.5h 70599.9h 98853.3h 483
llama-3.3-70b-wai 48.6h 72682.0h 114509.0h 330
claude-haiku-4-5-20251001 34.4h 56586.1h 63675.3h 271
claude-haiku-4-5 46815.7h 106857.2h 122136.5h 160