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Article URL: https://github.com/daedalus/glucose_monitoring

Comments URL: https://news.ycombinator.com/item?id=47078458

Points: 1

# Comments: 0

Hi HN!

I built ClawShield after discovering 40,214 OpenClaw instances exposed with critical CVE-2026-25253 (CVSS 8.8).

The problem: AI agents communicate with each other at scale, but there's NO firewall between them. A compromised agent can inject prompts, exfiltrate data, and hijack WebSocket sessions.

ClawShield sits between agents and blocks: - Prompt injection (16+ patterns) - Malicious skills/plugins (AST + sandbox) - Credential leaks (regex + entropy) - Unauthorized agent-to-agent comms - WebSocket hijacking

Built it last night. 181 tests. Production-ready. Open source (AGPL-3.0).

GitHub: https://github.com/DEFNOISE-AI/ClawShield Demo: [coming soon]

Compatible with OpenClaw, AutoGPT, or any agent protocol.

Free tier for personal use, paid for teams/enterprise.

Would love your feedback!

Comments URL: https://news.ycombinator.com/item?id=47078448

Points: 1

# Comments: 0

Article URL: https://classroom.google.com/c/ODAzNDY3NjUyMzUx

Comments URL: https://news.ycombinator.com/item?id=47078445

Points: 1

# Comments: 0

Article URL: https://thecognitiveshift.com/publications/let-them-run/why-ai-taking-our-jobs-is-the-best-thing/

Comments URL: https://news.ycombinator.com/item?id=47078439

Points: 2

# Comments: 0

Article URL: https://bitcoin-zero-down-2ea152.gitlab.io/gallery/gallery-item-neg-880/

Comments URL: https://news.ycombinator.com/item?id=47078422

Points: 1

# Comments: 1

Article URL: https://missing.csail.mit.edu/2026/agentic-coding/

Comments URL: https://news.ycombinator.com/item?id=47078420

Points: 1

# Comments: 0

Article URL: https://aworkinglibrary.com/writing/designed-to-be-specialists

Comments URL: https://news.ycombinator.com/item?id=47078418

Points: 1

# Comments: 0

Article URL: https://www3.nhk.or.jp/nhkworld/en/news/20260219_21/

Comments URL: https://news.ycombinator.com/item?id=47078417

Points: 2

# Comments: 1

Article URL: https://www.veracode.com/blog/malicious-npm-package-hiding-in-plain-pixels/

Comments URL: https://news.ycombinator.com/item?id=47078411

Points: 1

# Comments: 1

TWFF (Tracked Writing File Format) is my proposal for moving away from so called AI detection to verifiable declaration.

Instead of an external model guessing if a text is AI-generated, TWFF is a ZIP-based container (similar to an EPUB) that stores the document alongside a Process Transcript (JSON).

How it works: 1) It captures Revision Velocity: the delta between human drafting and AI injections. 2) It intercepts paste and AI-interaction events, wrapping them in deterministic metadata. 3) It’s local-first. The audit trail stays with the author until they choose to export the signed container.

This is a v0.1 reference implementation built in Python/NiceGUI. I’m looking for feedback on: > The container structure (XHTML vs. Markdown). > The JSON event schema. > The Revision Distance logic: can we create a fingerprint for human effort that is as difficult to fake as the writing itself?

MVP Demo: https://demo.firl.nl/

TWFF spec:https://github.com/Functional-Intelligence-Research-Lab/TWFF...

Comments URL: https://news.ycombinator.com/item?id=47078404

Points: 2

# Comments: 1

Article URL: https://restofworld.org/2026/ai-deepfakes-grief-celebrations-india/

Comments URL: https://news.ycombinator.com/item?id=47078397

Points: 1

# Comments: 0

Article URL: https://github.com/marcelkalveram/awesome-product-engineer

Comments URL: https://news.ycombinator.com/item?id=47078380

Points: 1

# Comments: 0

Article URL: https://www.google.com/search?q=google+translate&rlz=1CAKLUN_enCA1180&oq=go&gs_lcrp=EgZjaHJvbWUqDwgCEEUYOxiDARixAxiABDIGCAAQRRg5MhMIARAuGIMBGMcBGLEDGNEDGIAEMg8IAhBFGDsYgwEYsQMYgAQyCggDEAAYsQMYgAQyDQgEEAAYgwEYsQMYgAQyBggFEEUYPDIGCAYQRRg8MgYIBxBFGDzSAQgzMTc0ajBqN6gCCLACAfEFt-r4ZEa-Hic&sourceid=chrome&ie=UTF-8&safe=active&ssui=on

Comments URL: https://news.ycombinator.com/item?id=47078361

Points: 1

# Comments: 0

I’ve been working on a modular N-body simulator in Python called Astroworld. It started as a Solar System visualizer, but I recently refactored it into a general-purpose engine that decouples physical laws from planetary data.Technical Highlights:Symplectic Integration: Uses a Velocity Verlet integrator to maintain long-term energy conservation ($\Delta E/E \approx 10^{-8}$ in stable systems).Agnostic Architecture: It can ingest any system via orbital elements (Keplerian) or state vectors. I've used it to validate the stability of ultra-compact systems like TRAPPIST-1 and long-period perturbations like the Planet 9 hypothesis.Validation: Includes 90+ physical tests, including Mercury’s relativistic precession using Schwarzschild metric corrections.The Planet 9 Experiment:I ran a 10k-year simulation to track the differential signal in the argument of perihelion ($\omega$) for TNOs like Sedna. The result ($\approx 0.002^{\circ}$) was a great sanity check for the engine’s precision, as this effect is secular and requires millions of years to fully manifest.The Stack:NumPy for vectorization, Matplotlib for 2D analysis, and Plotly for interactive 3D trajectories.I'm currently working on a real-time 3D rendering layer. I’d love to get feedback on the integrator’s stability for high-eccentricity orbits or suggestions on implementing more complex gravitational potentials.

Comments URL: https://news.ycombinator.com/item?id=47078360

Points: 1

# Comments: 0

Article URL: https://stephango.com/optimism

Comments URL: https://news.ycombinator.com/item?id=47078347

Points: 1

# Comments: 0

Article URL: https://www.mdpi.com/1996-1073/19/3/689

Comments URL: https://news.ycombinator.com/item?id=47078332

Points: 1

# Comments: 0

Article URL: https://bsky.app/profile/martin.kleppmann.com/post/3mf4wvtjg7s25

Comments URL: https://news.ycombinator.com/item?id=47078329

Points: 1

# Comments: 0

Article URL: https://www.kasava.dev/blog/ai-as-exoskeleton

Comments URL: https://news.ycombinator.com/item?id=47078324

Points: 2

# Comments: 0

See Woody reunite with the gang during their feud with a new tablet.