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I'm Ari from BackBond; we maintain the scanner this post is about. On August 31 we pulled the tools/list response from every MCP server in the public registry that answered an unauthenticated request.
What if AI had been designed with the simplicity of the original Macintosh? That question became STANISLAS — The M.A.I.CINTOSH. AI has become incredibly powerful.
Hi everyone! 👋 I am officially participating in Hacktoberfest 2026! This year, the event focuses heavily on open-source software and open-weight AI models, which is a perfect opportunity for beginners like me to get started.
The News 为 DeepSeek Harness (DSH) 插件生态打造的现代化桌面端解决方案。万物皆「插件」，桌面本身也是「插件 What is dsh-desktop? dsh-desktop is a new open-source project with 29688 stars. Why This Matters 1. Open Source Free to use — no API costs Self-hosted — run on your own infrastructure Privacy-focused — your data stays local 2.
The Problem 为 DeepSeek Harness (DSH) 插件生态打造的现代化桌面端解决方案。万物皆「插件」，桌面本身也是「插件 What is dsh-desktop? dsh-desktop is a new open-source project with 29688 stars. Why This Matters 1. Open Source Free to use — no API costs Self-hosted — run on your own infrastructure Privacy-focused — your data stays local 2.
The Problem 高性价比人生指南: 长寿防病、急救、省钱理财、法律红线、失业与工伤、医保社保、恋爱婚育、怀孕育儿、创业与做平台合规、出国 What is HowToLiveBetter? HowToLiveBetter is a new open-source project with 32588 stars. Why This Matters 1.
I’ve spent the last few months building projects instead of just following tutorials. And honestly, I’ve learned something important: Building a real project teaches you things that tutorials simply can’t.
13 agentów. Nie zespół, nie dział, nie mikroserwisy z ładnymi nazwami. Rodzina. Każdy ma pokój. Krosno szuka faktów i nie puszcza nic bez źródła. Soczewka pisze i wie, kiedy przestać. Lustro widzi emocje zanim ktokolwiek je nazwie. Waga liczy, Cień planuje, Próba podważa wszystko — łącznie ze mną.
What happens to System One decision models outside English: a position prior in Laya, an open Japanese model, a translated benchmark, and what transfers back to English. Decision models had a big September. TypeSafe AI shipped Jev and called it the first "System One" model.
My coding setup used to have a hard requirement: me, at my desk. Cline is a great driver, but somebody had to sit in the car. Last week I got tired of that and built the thing I actually wanted: a way to backseat-drive my coding agent from my phone. Here's the setup.
The fastest way to connect an AI agent to application data is often a generic SQL tool. Give the model a schema, accept a SQL string, run it, and return the rows. That is also where a prototype can quietly become a production security and maintenance problem.
OpenAI shuts down eleven model snapshots on 2026-10-23, among them gpt-4-turbo, gpt-4o-2024-05-13, o3-mini and o4-mini. The GPT-5 and o3 snapshots follow on 2026-12-11. Anthropic and Google retire models on their own schedules too. Most codebases find out when requests start returning 404.
Agenci AI to więcej niż narzędzia. Widzę w nich potencjał do prawdziwej współpracy, gdzie algorytm nie tylko wykonuje, ale też inicjuje, zaskakuje. To nowe terytorium dla kreatywności, gdzie granice "autorstwa" się zacierają, otwierając drzwi do nieznanych form sztuki i myśli.
Querying Hindsight Memory Engine Before generating the dossier, the backend queries Hindsight to fetch historical context, past commitments, and entity-specific constraints related to the client.
I built an incident-diagnosis agent that remembers every outage we've resolved. The interesting part isn't the diagnosis. It is the persistence boundary I ended up drawing, and how much of the system's value lives on one side of it.
Compare Octomind and Goose on open source, models, machines, persistence, integrations, pricing, and scheduled agent work.
If you’re building with AI, these 4 GitHub finds deserve a spot on your radar. Number 4 - https://github.com/The-Cool-Coders/Project-Ideas-And-Resources Number 3 - https://github.com/rasbt/LLMs-from-scratch Number 2 - https://github.com/KalyanM45/AI-Project-Gallery Number 1 -…
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