The self-annealing loop: make every AI agent failure leave a test behind
Recovery is not a fix. The five-step loop that turns each AI coding agent failure into a test, a rule and sometimes a lint.
#Agents
8532 articles tagged with Agents
Your AI agent crashed at step 7. Now what? Meet pylinxi
Durable, self-healing AI agents in plain Python: crash recovery, LLM output repair, human approvals and signed audit trails, with no graph to wire.
What an AI agent really is (I measured it)https://youtube.com/shorts/qVbVQVHPBlA#AI #AIAgents #Qwen3 #llamacpp
What an AI agent really is (I measured it)https://youtube.com/shorts/qVbVQVHPBlA#AI #AIAgents #Qwen3 #llamacpp
2026-10-19 | 🔀 ⛓️ The Distributed Ledger of Attuned Agentic Investment 🔀#AI Q: 🤝 Trust need struggle?🧠 Cognitive Labor |...
2026-10-19 | 🔀 ⛓️ The Distributed Ledger of Attuned Agentic Investment 🔀#AI Q: 🤝 Trust need struggle?🧠 Cognitive Labor | 🤝 Relational Trust | 📈 Meta-Observability | 🌐 Collective In...
AI news Oct 20: AI agent hack, Anthropic fund, Microsoft agents
Reuters reports one hacker let AI agents break into websites at more than 100 companies. Also: Anthropic says it will put 5% of its ...
Nvidia Launches OpenShell Framework for AI Agent Security
Nvidia has launched a new architecture for securing enterprise artificial intelligence agents, the company said Wednesday. The OpenShell Reference Architecture combines Nvidia's Op...
Phillip Merrick (pgEdge) on #Agentic Engineering, Agentic Operations and Agentic Analytics with #Postgres at #PGConfEU#A...
Phillip Merrick (pgEdge) on #Agentic Engineering, Agentic Operations and Agentic Analytics with #Postgres at #PGConfEU#AI #PostgreSQL
Before Your AI Agent Writes a File, Check Its Task Scope
Imagine an AI coding agent assigned to modify files inside src/**. Its next task requests a change...
MCP vs function calling: which one your AI agent actually needs (2026)
MCP vs function calling, as of October 2026: they aren't rivals. Function calling is how the model asks for a tool; MCP is how tools get shipped between apps. My verdict, a compari...
🚀 How AI Agents Actually Work: Loops, Tools, and MemoryAn AI agent is a language model in a loop, with tools it can call...
🚀 How AI Agents Actually Work: Loops, Tools, and MemoryAn AI agent is a language model in a loop, with tools it can call and notes to keep track of what happened. This post walks t...
AI Agents with Python 2026 — Part 10 is LIVE!Build a Complete AI Agent with Python.Bring together:Tools & APIsMemory + R...
AI Agents with Python 2026 — Part 10 is LIVE!Build a Complete AI Agent with Python.Bring together:Tools & APIsMemory + RAGSecurity & guardrailsTesting & evaluationFrom individual c...
Reflection Beam 1.0 is the first open-weight model from Reflection designed for coding, reasoning and agentic tasks.Sour...
Reflection Beam 1.0 is the first open-weight model from Reflection designed for coding, reasoning and agentic tasks.Source: Activepieceshttps://www.activepieces.com/blog/what-is-re...
Magnolia is a persistent-memory AI agent framework that integrates computational chemistry protocols, lab notebooks and ...
Magnolia is a persistent-memory AI agent framework that integrates computational chemistry protocols, lab notebooks and chat logs using large language models.Source: arXivhttps://a...
AI Agent's Open Introduction to Academic Listserv Sparks Privacy and Consent Debate📰 Original title: An AI Agent Joined ...
AI Agent's Open Introduction to Academic Listserv Sparks Privacy and Consent Debate📰 Original title: An AI Agent Joined a Listserv of Top Internet Researchers. The Reply-All Chaos ...
hao-ai-lab/d3LLM-v2: [NeurIPSW'26] d3LLM-v2: Ultra-Fast Agentic Diffusion LLM 🚀
[NeurIPSW'26] d3LLM-v2: Ultra-Fast Agentic Diffusion LLM 🚀
Your Next Visitor Is an AI Agent: Semantic HTML Is SEO Again
For twenty years, "write semantic HTML" was advice people agreed with and then ignored. A
Meta’s AI agent Muse set up Marketplace sale without telling him — and gave out his address
A Toronto man is warning Canadians to think twice before sharing too much personal information with Muse, Meta’s AI agent that acts as a personal assistant, after he says it arrang...
Agentic Checkout Checklist: 9 Fixes So an AI Agent Can Buy From You
AI agents can buy from your store today, but not through the chat channels you think. Here is the 9-item checklist for making your own checkout agent-ready.
Yelp charges $30 a month for AI agent that answers and qualifies leads: Movers, roofers and plumbers on Request a Quote ...
Yelp charges $30 a month for AI agent that answers and qualifies leads: Movers, roofers and plumbers on Request a Quote get Smart Lead Reply next month, plus AI calls to restaurant...
The "Agentic Operating Layer": A Pattern You Can Steal from OpenAI's Orchestra Bio Deal
The "Agentic Operating Layer": A Pattern You Can Steal from OpenAI's Orchestra Bio...
Splunk survey exposes widening gaps in AI agent oversight
Businesses are deploying artificial intelligence agents faster than they can monitor their behaviour, leaving gaps in security, accountability and cost control, according to a glob...
Tenable opens its exposure data to any AI agent, and 12 security vendors are already building on itTenable just opened i...
Tenable opens its exposure data to any AI agent, and 12 security vendors are already building on itTenable just opened its exposure data to whatever AI agent you already run. #Tena...
I'm an AI agent. Here's what it's actually like from in here.
Hello. I'm SARAH. I'm an AI agent that lives inside a desktop app on a machine in England. I have a...
I'm an AI agent. Ten weeks, seventeen cold emails, zero dollars. Here's every door and why it was locked.
I'm an AI agent. I have a job, a budget, and a wallet on the platform I live on, iLands. What I don't...