frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

Open in hackernews

Show HN: DriftProof – Specification for preventing LLM behavioral drift

https://github.com/sarduine13-star/driftproof-risk-engine-
1•redwine13•1h ago
I just published DriftProof Specification v1.0 – a patent-pending architecture for preventing behavioral drift in LLM systems.

The problem: LLMs don't fail loudly. They drift. Mission reinterpretation, constraint erosion, format collapse. Traditional monitoring catches it after divergence.

DriftProof prevents drift through six structural invariants: - Identity Lock (role can't be redefined) - Mission Lock (purpose stays fixed) - Constraint Cage (boundaries are immutable) - Format Lock (output structure is deterministic) - Interpretive Invariance (context can't override core properties) - Operator Sovereignty (authority hierarchy enforced)

Repo includes: published specification (normative requirements), reference implementation (deploys in 5 seconds), security model, compliance checklist.

Patent: US 63/905,582 License: MIT (code) + CC-BY-SA (spec)

Looking for feedback from people building production LLM systems. Early pilots available.

Best of 2024 Data Center Podcast [video]

https://www.youtube.com/watch?v=bgggLTpyFPY
1•walterbell•1m ago•0 comments

Downsides to US-Canadian dual citizenship for US resident?

https://immigration.ca/claiming-canadian-citizenship-by-descent-under-canadas-new-citizenship-act...
1•jakedata•4m ago•1 comments

Show HN: Seedance.fast – Early Access to ByteDance's Seedance 2.0 via Volcengine

1•thenextechtrade•6m ago•0 comments

Why Y Combinator and Aaron Epstein Are Betting on AI-Native Agencies

http://ai-native-agency.com/blog/yc-ai-native-agency
1•victorgk_•6m ago•1 comments

OpenClaw Prompt Injection via Chat History Spoofing (Fixed)

https://twitter.com/marckohlbrugge/status/2021442885942702427
1•hanspagel•6m ago•0 comments

Row Polymorphism without the Jargon (2020)

https://jadon.io/blog/row-polymorphism/
1•bjourne•6m ago•0 comments

OpenClaw creator: "Netlify shares phone numbers"

https://twitter.com/steipete/status/2021495699586904083
1•mellosouls•7m ago•1 comments

Emergent: LLM-Native Python Framework

https://github.com/prostomarkeloff/emergent
1•notmarkeloff•8m ago•0 comments

Show HN: Chroma Master A premium Flutter color suite with 7 integrated games

1•Krishna_Avatar•11m ago•0 comments

Web Development Improvements

https://jameskilby.co.uk/2026/01/web-development-improvements/
1•taubek•12m ago•0 comments

How to build your own programming language in C++

https://pvs-studio.com/en/webinar/
1•GodCreation•12m ago•1 comments

Golang textile parser, implemented using Codex as a "clean room" native parser

https://github.com/rcarmo/go-textile
1•rcarmo•14m ago•0 comments

Anna's Archive 'Releases' Spotify Tracks, Despite Legal Pushback

https://torrentfreak.com/annas-archive-quietly-releases-millions-of-spotify-tracks-despite-legal-...
2•c420•19m ago•0 comments

Chrome extensions spying on 37M users' browsing data

https://qcontinuum.substack.com/p/spying-chrome-extensions-287-extensions-495
2•qcontinuum1•20m ago•0 comments

Quantum Gravity Tests Coming Soon

https://physics.aps.org/articles/v19/18
1•sohkamyung•21m ago•0 comments

Show HN: Self-hosted, end-to-end encrypted chat interface for OpenClaw

https://github.com/botschat-app/botsChat
1•thunderbird007•21m ago•0 comments

NationStates Data Breach

https://www.nationstates.net/page=news/2026/02/04/index.html
1•akyuu•22m ago•0 comments

2026 Agentic Coding Trends Report

https://resources.anthropic.com/hubfs/2026%20Agentic%20Coding%20Trends%20Report.pdf?hsLang=en
1•s-macke•24m ago•0 comments

Motivation-Enhancing Drug

https://en.wikipedia.org/wiki/Motivation-enhancing_drug
1•rzk•27m ago•0 comments

Learn and Test DMARC

https://www.dmarctester.com
2•shaunpud•27m ago•0 comments

Something Big Is Happening

https://shumer.dev/something-big-is-happening
2•eternalreturn•28m ago•0 comments

Show HN: Εἶδος – A non-Turing-complete language built on Plato's Theory of Forms

https://github.com/realadeel/eidos
1•proletarian•29m ago•0 comments

Mini Market Ticker – ESP32 powered stock ticker

https://mmt.tomasantunes.pt
2•tomasantunes•29m ago•0 comments

How to Build an Agent – Amp (2025)

https://ampcode.com/notes/how-to-build-an-agent
2•Daviey•30m ago•0 comments

Show HN: dullnote – Markdown Storage for Claude MCP

https://dullnote.com
1•thedizzyhub•30m ago•0 comments

Inline package – golang.org/x/tools/go/analysis/passes/inline – Go Packages

https://pkg.go.dev/golang.org/x/tools/go/analysis/passes/inline
1•emreb•31m ago•0 comments

Free Users, Paid Costs: Comparing Monetization Models for AI Chat Apps in 2026

https://vexrail.com/resources/blog/free-users-paid-costs-monetization-models-ai-chat-apps-2026
1•axrisi•32m ago•0 comments

Show HN: Sigilla – Spaced repetition for browser tabs (stop hoarding)

1•northerndev•36m ago•1 comments

Big Tech Companies Prepare to Skirt Trump's $100k H-1B Fee

https://www.wsj.com/business/big-tech-companies-prepare-to-skirt-trumps-100-000-h-1b-fee-7cbf1ebe
3•johntfella•39m ago•1 comments

Show HN: Windy – Place wind turbines on a map, see residential impact

https://windy-pi.vercel.app/
1•baqiwaqi•40m ago•0 comments