Hacker News

Article URL: https://www.cve.org/CVERecord?id=CVE-2026-20841

Comments URL: https://news.ycombinator.com/item?id=46971516

Points: 1

# Comments: 0

Article URL: https://techxplore.com/news/2026-02-anthropic-anonymous-llm.html

Comments URL: https://news.ycombinator.com/item?id=46971511

Points: 1

# Comments: 0

Article URL: https://old.reddit.com/r/google_antigravity/comments/1qykskz/account_banned_for_using_open_claw/

Comments URL: https://news.ycombinator.com/item?id=46971478

Points: 2

# Comments: 0

Hey folks. I'm working on Hey Echo, an app to talk things, find perspective and get clarity on actual next steps. Thanks for checking this out!

Comments URL: https://news.ycombinator.com/item?id=46971463

Points: 2

# Comments: 0

Article URL: https://www.youtube.com/watch?v=TwKpj2ISQAc

Comments URL: https://news.ycombinator.com/item?id=46971448

Points: 1

# Comments: 0

Article URL: https://olix.com/blog/compute-manifesto

Comments URL: https://news.ycombinator.com/item?id=46971437

Points: 3

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Article URL: https://pardusai.org/view/9f9aa3b895db6345378693a554e847aa8de0afef47ca72b89872cdb815fa8475

Comments URL: https://news.ycombinator.com/item?id=46971431

Points: 1

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Article URL: https://anandchowdhary.com/blog/2026/agentscript

Comments URL: https://news.ycombinator.com/item?id=46971424

Points: 2

# Comments: 0

I use Forgejo for personal projects but wanted a managed CI with higher compute. Cirrus CI[0] only supports GitHub, so I built a small bridge that listens to Forgejo webhooks, triggers Cirrus builds, and syncs commit status back.

Repo: https://codeberg.org/chenghui-lee/forrus

Public instance: https://forrus.lchenghui.com/

It currently supports:

- push + PR builds based on .cirrus.yml file

- automatic polling for build status

- status reporting back to Forgejo/Gitea

Limitations:

- doesn't support Cirrus CI's `changes_include`

- Starlark is not supported (yet)

Happy to answer any questions!

[0] - https://cirrus-ci.org/

Comments URL: https://news.ycombinator.com/item?id=46971399

Points: 1

# Comments: 0

Article URL: https://github.com/github/gh-aw

Comments URL: https://news.ycombinator.com/item?id=46971375

Points: 1

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Article URL: https://www.economist.com/finance-and-economics/2026/02/10/why-this-is-the-coldest-crypto-winter-yet

Comments URL: https://news.ycombinator.com/item?id=46971359

Points: 1

# Comments: 0

Article URL: https://www.researchgate.net/publication/256935390_Eternity_in_six_hours_Intergalactic_spreading_of_intelligent_life_and_sharpening_the_Fermi_paradox

Comments URL: https://news.ycombinator.com/item?id=46971351

Points: 1

# Comments: 0

Article URL: https://www.kdnuggets.com/5-useful-python-scripts-to-automate-boring-file-tasks

Comments URL: https://news.ycombinator.com/item?id=46971334

Points: 1

# Comments: 0

Article URL: https://www.youtube.com/watch?v=HtYQqGPL_NM

Comments URL: https://news.ycombinator.com/item?id=46971317

Points: 1

# Comments: 0

Article URL: https://www.cs.jhu.edu/~basu/Papers/Feynman59.pdf

Comments URL: https://news.ycombinator.com/item?id=46971312

Points: 1

# Comments: 0

I built a product validation service that runs startup ideas through 4 frontier models (GPT-5.2, Gemini 2.5 Pro, Claude Opus, Claude Sonnet) across 16 perspectives to surface disagreements and blind spots.

Why this exists: Most founders get either cheerleading ("great idea!") or generic advice. I wanted adversarial multi-model validation—where models argue with each other about your idea's viability.

How it works:

1. Research phase: 6 platforms (Reddit, G2, HN, Twitter, Product Hunt, YouTube) for competitor analysis + pain validation

2. Fanout: 16 expert perspectives (4 roles × 4 models: Builder, Skeptic, Operator, Growth)

3. Synthesis: Consolidate into 5 deliverables (Executive Summary, PRD, Scorecard, Synthesis Notes, Validation Plan)

4. Delivery: PDF report in 24 hours, $39

Sample validation: Agent Ops (OpenClaw workflow observability) - GREENLIGHT, 7.5/10 confidence. Models agreed on clear pain point, defensible moat via OpenClaw integration. Sample report: https://ideas.sparkngine.com

First paying customer delivered tonight: [Hotel marketing analytics client]. Verdict: PROCEED WITH CAUTION (5.8/10). Real assessment—not cheerleading. Flagged small TAM, long sales cycles, identity resolution risk as key blockers.

Tech stack: Built on OpenClaw for multi-agent orchestration, uses Brave Search API for research, Gemini Pro for synthesis, mix of frontier models for diverse perspectives.

Asking HN: Does this actually help founders make better decisions, or am I solving the wrong problem? Is $39 the right price point for rigorous validation?

Link: https://ideas.sparkngine.com

Comments URL: https://news.ycombinator.com/item?id=46971298

Points: 1

# Comments: 0

I built an MCP server that gives any local LLM real Google search and now vision capabilities - no API keys needed.

The latest feature: google_lens_detect uses OpenCV to find objects in an image, crops each one, and sends them to Google Lens for identification. GPT-OSS-120B, a text-only model with zero vision support, correctly identified an NVIDIA DGX Spark and a SanDisk USB drive from a desk photo. Also includes Google Search, News, Shopping, Scholar, Maps, Finance, Weather, Flights, Hotels, Translate, Images, Trends, and more. 17 tools total. Two commands: pip install noapi-google-search-mcp && playwright install chromium GitHub: https://github.com/VincentKaufmann/noapi-google-search-mcp PyPI: https://pypi.org/project/noapi-google-search-mcp/ Booyah!

Comments URL: https://news.ycombinator.com/item?id=46971287

Points: 3

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Article URL: https://ansuz.sooke.bc.ca/entry/23

Comments URL: https://news.ycombinator.com/item?id=46971273

Points: 1

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Article URL: https://github.com/pgray/mayl

Comments URL: https://news.ycombinator.com/item?id=46971256

Points: 2

# Comments: 0

Article URL: https://github.com/colliery-io/graphqlite

Comments URL: https://news.ycombinator.com/item?id=46971155

Points: 1

# Comments: 0