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Show HN: Sovereign GraphGuard – Atomic Persistence for AutoGen Agents

https://github.com/microsoft/autogen/pull/7164
2•MohskiBroskiAI•1h ago
"I fixed the 'Zombie State' bug in Microsoft AutoGen.

The Problem: Operational Ischemia. Process interruptions during atomic transitions left agents in a paradoxical state where work > 0 but queue is empty. The workflow stalled, falsely reporting completion.

The Solution: Sovereign GraphGuard.

Iron Seal Protocol: Replaced standard file writes with atomic fsync + rename (POSIX durability guarantees). This ensures zero-capitulation state persistence.

Ischemia Repair: Implemented an auto-healing logic (load_and_heal) that scans for and re-injects pending agents upon state load.

Zero-Allocation Serialization: Ported my learnings from optimizing Google's Go-GitHub library (where I achieved a 3x speedup via buffer pooling) to Python's serialization logic.

Results: Maintainers called it 'exemplary' and 'brilliant'. No more zombie workflows.

Theory: This implements the same 'Topological Stability' principles I proved in my Riemann Hypothesis paper—systems must be homologically structurally sound to survive entropy.

https://www.academia.edu/145999987/The_Spectral_Geometric_Pr...

How to avoid dynamic linking of Steam's client library using a old trick

https://nullonerror.org/2025/06/03/how-to-avoid-dynamic-linking-of-steam-s-client-library-using-a...
1•delduca•58s ago•0 comments

How to Stand Out When Every AI Product Promises the Same Magic

https://toolsfortech.substack.com/p/how-to-stand-out-when-every-ai-product
1•eh_tk•4m ago•0 comments

Show HN: A kids' math app without dark patterns

https://playlumi.app/
1•matheusml•5m ago•0 comments

Can AI Generate New Ideas?

https://www.nytimes.com/2026/01/14/technology/ai-ideas-chat-gpt-openai.html
1•lateforwork•5m ago•0 comments

Molecular bio-researcher, lifespan elongation

1•vikmarec•6m ago•0 comments

Clone Wars: IBM Edition

https://hackaday.com/2026/01/14/clone-wars-ibm-edition/
1•quantumfissure•7m ago•0 comments

Show HN: AI Vibe Coding Hackathon

https://vibe.devpost.com/
1•abdibrokhim•7m ago•0 comments

US approves sale of Nvidia's advanced AI chips to China

https://www.bbc.com/news/articles/cg4erx1n04lo
1•01-_-•8m ago•0 comments

Show HN: AlgoMommy – Organize video clips by talking while recording (macOS)

https://www.algomommy.com/show-hn.html
1•diarmuid_glynn•8m ago•0 comments

Technical Analysis of Starlink Terminal GPS Spoofing/Jamming Detection in Iran

https://github.com/narimangharib/starlink-iran-gps-spoofing/blob/main/starlink-iran.md
2•bazzmt•9m ago•0 comments

Making hypermadia-driven applications feel faster

https://postomator.com/updates/making-hypermedia-driven-applications-faster/
1•eljs•10m ago•0 comments

Introduction to Formal Methods (Part 2): From Spec to Code

https://vikramsg.github.io/introduction-to-formal-methods-part-2/
1•whinvik•11m ago•0 comments

Markiplier Will Open Iron Lung on 2,500 Screens with No Distributor

https://www.indiewire.com/news/analysis/markiplier-open-iron-lung-2500-screens-no-distributor-123...
1•Tomte•12m ago•0 comments

I built an app to install AI as if it were Steam or the App Store

https://getdione.app/
1•deeivihh•14m ago•0 comments

Apple-TSMC: The Partnership That Built Modern Semiconductors

https://newsletter.semianalysis.com/p/apple-tsmc-the-partnership-that-built
1•akyuu•14m ago•0 comments

Getting Real Leverage from Claude Code

https://estsauver.com/blog/claude-code-workflow
1•estsauver•15m ago•0 comments

I built a geocoder for AI agents because I couldn't afford Google Maps

https://jonready.com/blog/posts/geocoder-for-ai-agents.html
2•mips_avatar•16m ago•1 comments

Pain and Reflection = Progress

https://federicopereiro.com/progress-formula/
1•swah•18m ago•0 comments

The open-source Ableton-style music composer for the web

https://github.com/AppsYogi-com/ComposeYogi
3•vaibhav1312•18m ago•0 comments

Audacious: Playback Control

https://github.com/madprops/playback-control
1•the_stocker•18m ago•0 comments

Interface Craft: a library for those committed to designing with uncommon care

https://www.interfacecraft.dev/
1•duck•19m ago•0 comments

What Is Cloud.microsoft?

https://support.microsoft.com/en-us/office/what-is-cloud-microsoft-7ba4c8b9-d062-4444-84a5-fca6c3...
2•microsoftedging•19m ago•0 comments

Are diffs still useful for AI-assisted code changes?

2•nuky•20m ago•1 comments

Can the American Oboe Sing Again?

https://www.nytimes.com/2026/01/14/arts/music/oboe-laubin-jim-phelan.html
2•perihelions•20m ago•0 comments

Show HN: DanceJump For YouTube – turning videos into browser rhythm game

https://chromewebstore.google.com/detail/dancejump-for-youtube/hhdeflibphdghcpblkekakmbennfcaci
1•maaydin•20m ago•0 comments

The Androgen Warp

https://factsandreason.substack.com/p/the-androgen-warp
1•paulpauper•20m ago•0 comments

Man got $2,500 whole-body MRI that found no problems – then had stroke

https://arstechnica.com/health/2026/01/man-got-2500-whole-body-mri-that-found-no-problems-then-ha...
1•_fs•20m ago•0 comments

Blogging, Writing, Musing, and Thinking

https://brianschrader.com/archive/blogging-writing-musing-and-thinking/
1•sonicrocketman•21m ago•0 comments

Verizon is down, with many users seeing 'SOS' – here's everything we know

https://www.techradar.com/news/live/verizon-outage-january-2026
3•bluedino•21m ago•1 comments

Tudor Trade War

https://www.ageofinvention.xyz/p/age-of-invention-tudor-trade-war
1•paulpauper•22m ago•0 comments