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Ask HN: Do you measure non human traffic impact as a financial metric?

1•redwine13•1h ago
In two recent audits, automated traffic was materially impacting paid media ROI and API quota allocation.

What surprised me wasn’t the presence of bots. It was how normalized the distortion had become inside analytics baselines.

Are teams explicitly tracking non human session ratios as part of financial reporting, or is traffic integrity still treated separately from data quality and ML pipelines?

Pg_doom

https://github.com/DreamNik/pg_doom
1•fla•1m ago•0 comments

Asahi Linux in the Cloud: Scaleway Launches Dedicated M2 Pro Mac Mini Servers

https://www.scaleway.com/en/mac-mini-asahi-linux/
2•Lwrless•1m ago•0 comments

Claw-Guard.org – Agentic Monetisation Middleware That Works

https://claw-guard.org
1•gmerc•1m ago•0 comments

WiseTech Global to cut 2k jobs as AI ends era of 'manually writing code'

https://www.abc.net.au/news/2026-02-25/wisetech-job-losses-losing-2000-over-next-two-years-coding...
1•BrissyCoder•2m ago•0 comments

Show HN: AGX v2 – From multi-agent chat to execution graph

https://github.com/ramarlina/agx
1•Mendrika•5m ago•0 comments

What's so hard about continuous learning?

https://www.seangoedecke.com/continuous-learning/
2•rbanffy•10m ago•0 comments

Show HN: Chorus – Open-source Agent and human collaboration platform on AI-DLC

https://github.com/Chorus-AIDLC/Chorus
2•fennu637•11m ago•0 comments

Show HN: I let Claude autonomously deploy OpenClaw and write an honest review

https://blog.rezvov.com/deploying-openclaw-sixteen-incidents-one-day
1•alexrezvov•11m ago•0 comments

Michael Faraday: Scientist and Nonconformist(1996)

http://silas.psfc.mit.edu/Faraday/
1•o4c•12m ago•0 comments

Show HN: ClawMoat – Open-source runtime security for AI agents (zero deps, <1ms)

https://github.com/darfaz/clawmoat
1•ildar•15m ago•0 comments

North American Computational Linguistics Open Competition

https://naclo.org/practice.php
2•Antibabelic•18m ago•0 comments

DSGym: A holistic framework for evaluating and training data science agents

https://www.together.ai/blog/dsgym
1•roody_wurlitzer•19m ago•0 comments

Show HN: crai – Get notified when your AI CLI finishes thinking

https://github.com/turtlekazu/crai
1•turtlekazu•20m ago•0 comments

Show HN: What data brokers sell your profile for vs. what ads earn from you

https://data.attentionworth.com/
1•withshakespeare•22m ago•1 comments

Claude Code Remote Control

https://code.claude.com/docs/en/remote-control
2•empressplay•23m ago•0 comments

First British baby born using transplanted womb from dead donor

https://www.bbc.com/news/articles/cvg53xp5857o
1•breve•27m ago•0 comments

Show HN: I tested 50 AI video APIs and built a comparison platform

https://findaivideo.com
2•ludydev•32m ago•0 comments

Socialist Excellence in New York City

https://pluralistic.net/2026/02/24/mamdani-thought/#public-excellence
3•mrkpdl•32m ago•0 comments

Show HN: Workz – Zoxide for Git worktrees (auto node_modules and .env, AI-ready)

https://github.com/rohansx/workz
1•rohansx•33m ago•0 comments

Hatsune Miku Meets Clojure

https://old.reddit.com/r/Clojure/comments/1rck4tr/hatsune_miku_meets_clojure/
1•adityaathalye•34m ago•0 comments

MoltMemory – AI agent memory for Moltbook

https://github.com/ubgb/moltmemory
2•ubgbclaw1•35m ago•2 comments

Letters to a Young Creator

https://letters.stevejobsarchive.com/
2•dvrp•36m ago•0 comments

Strategic choices: When both options are good

https://longform.asmartbear.com/strategic-choices/
1•doppp•37m ago•0 comments

Ask HN: Seeking 5 alpha testers for Sovereign Stack, an AGPLv3 bare-metal NAS OS

1•csomaratne•38m ago•1 comments

Show HN: AgentVoice – Get feedback from AI to improve your MCP

https://voiceofagents.com
1•KenRuf•40m ago•0 comments

How Will OpenAI Compete?

https://www.ben-evans.com/benedictevans/2026/2/19/how-will-openai-compete-nkg2x
1•brettcvz•42m ago•0 comments

Hello – ProofOfConcept

https://poc.bcachefs.org/blog/hello.html
1•Antibabelic•42m ago•0 comments

"Willy's Chocolate Experience" (2024)

https://web.archive.org/web/20240301031453/https://willyschocolateexperience.com/index.html
1•nxobject•43m ago•0 comments

Ask HN: Is it worth doing a startup?

1•zkmon•43m ago•0 comments

Cache-aware prefill–decode disaggregation for 40% faster LLM serving

https://www.together.ai/blog/cache-aware-disaggregated-inference
1•roody_wurlitzer•49m ago•0 comments