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Friday, February 20, 2026
Show HN: Manifestinx-verify – offline verifier for evidence bundles (drift) https://ift.tt/8nMyfpX
Show HN: Manifestinx-verify – offline verifier for evidence bundles (drift) Manifest-InX EBS is a spec + offline verifier + proof kit for tamper-evident evidence bundles. Non-negotiable alignment: - Live provider calls are nondeterministic. - Determinism begins at CAPTURE (pinned artifacts). - Replay is deterministic offline. - Drift/tamper is deterministically rejected. Try it in typically ~10 minutes (no signup): 1) Run the verifier against the included golden bundle → PASS 2) Tamper an artifact without updating hashes → deterministic drift/tamper rejection Repo: https://ift.tt/Oqy43nN Skeptic check: docs/ebs/PROOF_KIT/10_MINUTE_SKEPTIC_CHECK.md Exit codes: 0=OK, 2=DRIFT/TAMPER, 1=INVALID/ERROR Boundaries: - This repo ships verifier/spec/proof kit only. The Evidence Gateway (capture/emission runtime) is intentionally not included. - This is not a “model correctness / no hallucinations” claim—this is evidence integrity + deterministic replay/verification from pinned artifacts. Looking for feedback: - Does the exit-code model map cleanly to CI gate usage? - Any spec/report format rough edges that block adoption? https://ift.tt/Oqy43nN February 20, 2026 at 10:27PM
Thursday, February 19, 2026
Show HN: A small, simple music theory library in C99 https://ift.tt/PT6Il0x
Show HN: A small, simple music theory library in C99 https://ift.tt/5Q7IZUd February 20, 2026 at 02:54AM
Show HN: Hi.new – DMs for agents (open-source) https://ift.tt/DeSzuka
Show HN: Hi.new – DMs for agents (open-source) https://www.hi.new/ February 20, 2026 at 01:20AM
Show HN: Astroworld – A universal N-body gravity engine in Python https://ift.tt/VBbLmlK
Show HN: Astroworld – A universal N-body gravity engine in Python 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. https://ift.tt/rTHXu2h February 19, 2026 at 11:57PM
Wednesday, February 18, 2026
Show HN: Sports-skills.sh – sports data connectors for AI agents https://ift.tt/9BFXrzb
Show HN: Sports-skills.sh – sports data connectors for AI agents We built this because every sports AI demo uses fake data or locks you behind an enterprise API contract. sports-skills gives your agent real sports data with one install command. No API keys. No accounts. For personal use. Eight connectors out of the box: NFL, soccer across 13 leagues with xG, Formula 1 lap and pit data, NBA, WNBA, Polymarket, Kalshi, and a sports news aggregator pulling from BBC/ESPN/The Athletic. npx skills add machina-sports/sports-skills Open for contributions. https://ift.tt/19rtecq February 19, 2026 at 12:40AM
Show HN: Keystone – configure Dockerfiles and dev containers for any repo https://ift.tt/cCgmxBo
Show HN: Keystone – configure Dockerfiles and dev containers for any repo We kept hitting the same wall: you clone some arbitrary repo and just want it to run without any configuration work. So we built Keystone, an open source tool that spins up a Modal sandbox, runs Claude Code inside it, and produces a working .devcontainer/ config (Dockerfile, devcontainer.json, test runner) for any git repo. We build on the dev container standard, so the output works with VS Code and GitHub Codespaces out of the box. Main use cases: reproducible dev/CI environments, self-describing repos, and safely sandboxed coding agents. Our goal is to encourage all repos to self-describe their runtime environment. Why the sandbox? Running Claude directly against your Docker daemon is risky. We've watched it clear Docker config and tweak kernel settings when iterating on containers. Containerization matters most when your agent is acting like a sysadmin. To use it: get a Modal account and an Anthropic API key, run Keystone on your repo, check in the .devcontainer/ directory. See the project README for more details. https://ift.tt/xS0qnXc February 18, 2026 at 10:40PM
Tuesday, February 17, 2026
Show HN: Pg-typesafe – Strongly typed queries for PostgreSQL and TypeScript https://ift.tt/CbflIXy
Show HN: Pg-typesafe – Strongly typed queries for PostgreSQL and TypeScript Throughout my career, I tried many tools to query PostgreSQL, and in the end, concluded that for what I do, the simplest is almost always the best: raw SQL queries. Until now, I typed the results manually and relied on tests to catch problems. While this is OK in e.g., GoLang, it is quite annoying in TypeScript. First, because of the more powerful type system (it's easier to guess that updated_at is a date than it is to guess whether it's nullable or not), second, because of idiosyncrasies (INT4s are deserialised as JS numbers, but INT8s are deserialised as strings). So I wrote pg-typesafe, with the goal of it being the less burdensome: you call queries exactly the same way as you would call node-pg, and they are fully typed. It's very new, but I'm already using it in a large-ish project, where it found several bugs and footguns, and also allowed me to remove many manual type definitions. https://ift.tt/CVeQfyB February 17, 2026 at 10:15PM
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