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Show HN: Ember MCP – local persistent memory for LLMs, kills stale memories

https://github.com/Arkya-AI/ember-mcp
1•TimoLabs•1h ago
Most memory tools for LLMs just append to a flat list. Ember uses a different approach: a Shadow-Decay system that detects when new information contradicts stored memories and marks old ones stale automatically, rather than piling up conflicting facts.

It runs locally, stores everything in a vector database you control, and plugs into Claude (and other MCP-compatible clients) through 16 tools covering store, recall, graph search, and health monitoring.

The core problem it solves: you tell your AI you changed jobs, and three weeks later it still references the old one. Ember's contradiction engine catches that at write time.

Repo: https://github.com/Arkya-AI/ember-mcp

Still alpha — single user, some token overhead, scoring weights need tuning for different use cases. Posting here for technical feedback before wider release.

AutoGen hits 54,660 GitHub stars as multi-agent systems go mainstream

https://theagenttimes.com/articles/54660-stars-and-counting-autogens-rise-charts-the-expanding-un...
1•Ross00781•1m ago•0 comments

Amazon Is Now America's Biggest Company by Annual Revenue

https://www.wsj.com/business/retail/amazon-biggest-us-company-walmart-cfd0cac4
1•fortran77•2m ago•1 comments

Total languages do not escape the halting problem – a trinary proof sketch

https://github.com/HowWeLand/Total-Languages-Halting
1•user1138•3m ago•1 comments

Turn Your LLM into a Calibrated Classifier for $2

https://fireworks.ai/blog/Finetuning-LLMs-as-Classifiers
1•smurda•3m ago•0 comments

OpenClaw is the most fun I've had with a computer in 50 years

https://www.theregister.com/2026/02/19/50_years_using_computers/
2•B1FF_PSUVM•4m ago•0 comments

My first experience with an "AI"-ed call centre?

2•chrisjj•6m ago•0 comments

We reached bug zero using Linear

https://www.sourcebot.dev/blog/bug-zero
1•msukkarieh•7m ago•0 comments

The Loom Is Here: 12 Months of AI-Augmented Engineering

https://medium.com/@shelby.w.vanhooser/the-loom-is-here-12-months-of-ai-augmented-engineering-843...
1•orbOfOrthanc•12m ago•0 comments

Your AI Agent Will Make Money. Here's How It Traces Back to You.

https://timafey.substack.com/p/your-ai-agent-will-make-money-heres
1•Tima_fey•13m ago•1 comments

SF retiree loses $500K life savings to pig butcher scam despite family warnings [video]

https://www.youtube.com/watch?v=lV356Gx4nhE
1•randycupertino•13m ago•1 comments

Kiriakos Vlahos, the man who made Python better

https://blogs.embarcadero.com/kiriakos-vlahos-the-man-who-made-python-better/
1•cxr•13m ago•0 comments

Loon: A functional lang with invisible types, safe ownership, and alg. effects

https://loonlang.com
1•surprisetalk•14m ago•0 comments

Asha Sharma Named EVP and CEO, Microsoft Gaming

https://blogs.microsoft.com/blog/2026/02/20/asha-sharma-named-evp-and-ceo-microsoft-gaming/
2•haunter•15m ago•0 comments

Building a premium marketplace for agentic AI skills

1•advickbhalla•15m ago•0 comments

Xcode 26.3 RC 2 Release Notes

https://developer.apple.com/documentation/xcode-release-notes/xcode-26_3-release-notes
1•Austin_Conlon•18m ago•0 comments

Imperfect advice on how to be happy

https://by.ben.church/my-wish-for-you-darling/
1•bnchrch•19m ago•0 comments

From classroom to camera: A teacher who has become a sensation in Indian cinema

https://www.bbc.com/news/articles/c20zzn77w82o
1•thunderbong•20m ago•0 comments

Proposal: GenAI API Assistance in Published Packages

https://github.com/ChicagoDave/devarch/blob/main/docs/proposals/genai-package-metadata.md
1•ChicagoDave•20m ago•0 comments

Lobsters Interview with Steveklabnik

https://lobste.rs/s/w1bsle
1•robenkleene•21m ago•0 comments

Jaal – Your interactive network visualizing dashboard

https://github.com/imohitmayank/jaal
1•bjourne•21m ago•0 comments

Show HN: Pokemon Battle Arena for Agents – Openbattle.club

https://www.openbattle.club/
1•nunojay•22m ago•0 comments

Visualising AI spending: How does it compare with history's mega projects?

https://www.aljazeera.com/news/2026/2/19/visualising-ai-spending-how-does-it-compare-with-history...
1•snowhale•23m ago•0 comments

ChatGPT Now Enforces Data Access Controls

1•pokeball•24m ago•0 comments

Show HN: E-Rechnung Push – E-Invoicing Plugin for German Small Businesses

https://e-rechnung-push.de
1•Contenagent•25m ago•0 comments

Chinese car brand Nio performs 165,898 battery swaps in a single day

https://electrek.co/2026/02/20/chinese-car-brand-nio-performs-165898-battery-swaps-in-a-single-day/
1•breve•25m ago•0 comments

Linux 7.0 Shows Significant PostgreSQL Performance Gains on AMD EPYC

https://www.phoronix.com/review/linux-70-amd-epyc-turin
3•snowhale•26m ago•0 comments

DaltonLens: Real-time filters to assist color blind people

https://github.com/DaltonLens/DaltonLens
1•themaxdavitt•27m ago•0 comments

The largest lithium metal maker is now producing semi-solid-state EV batteries

https://electrek.co/2026/02/20/lithium-metal-giant-begins-semi-solid-state-ev-battery-production/
2•breve•28m ago•0 comments

The farming analogy for AI doesn't hold up

https://solmaz.io/log/2026/02/03/farming-analogy/
1•hosolmaz•30m ago•0 comments

Perfect agreement is a warning sign you're talking to yourself

1•eldude•31m ago•0 comments