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

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

Points: 1

# Comments: 0

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

# Comments: 0

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

# Comments: 0

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

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

Points: 1

# Comments: 0

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

Hey HN,

I’ve been building ClawHosting (https://clawhosting.io) – a way to run your own openclaw AI assistant without dealing with servers.

Installing it yourself requires spinning up a VPS or using a separate machine, installing Node.js, configuring APIs, setting up SSL, and keeping it all running. Most people just want to chat with their AI, not manage infrastructure.

What we do:

You sign up, pick your AI provider (Anthropic, OpenAI, or Google), and we handle the rest Your instance is up in minutes with a web UI you can access from anywhere We also have a Telegram option ($5/mo) where the entire interface is just a Telegram bot – no web UI, no server,just chat!

Tech stack (for the curious): I use a fleet of k8s servers across the globe, java, react, caddy, etc.

Looking for early testers who want to try it out and give feedback. First month free on me!

Happy to answer any questions about the architecture or anything else.

Comments URL: https://news.ycombinator.com/item?id=46971144

Points: 1

# Comments: 0

Article URL: https://www.modular.com/blog/bentoml-joins-modular

Comments URL: https://news.ycombinator.com/item?id=46971123

Points: 1

# Comments: 0

Niche interest here (BJJ competitions) as proof of concept, but this repo will once a day retrieve data, and publish it as a series of ics files to Github Pages

Comments URL: https://news.ycombinator.com/item?id=46971116

Points: 1

# Comments: 0

Article URL: https://wwai.substack.com/p/the-great-rotation-capital-flees

Comments URL: https://news.ycombinator.com/item?id=46971050

Points: 2

# Comments: 1

Article URL: https://arxiv.org/abs/2508.17511

Comments URL: https://news.ycombinator.com/item?id=46971043

Points: 1

# Comments: 1

Article URL: https://www.implications.com/p/exponential-code-network-effects

Comments URL: https://news.ycombinator.com/item?id=46971019

Points: 1

# Comments: 0