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News
Your AI Agent Isn’t the Problem: Your Documents Are Still Unusable
5+ min ago (1709+ words) Most AI agent workflows don’t fail because the model is incapable. They fail because the model receives the wrong input. A typical business workflow might start with an invoice PDF, a scanned contract, an Excel spreadsheet, a Word document, an…...
68,495 Entries. Zero Restarts. I Still Refused to Sign It Off.
7+ min ago (1661+ words) The run was good. Seventy-two hours unattended. Two systemd units, both continuously active from launch to close. NRestarts=0 on each. Zero stop, start or failure lifecycle markers inside the window. The tracked working tree clean at close, and nothing executable…...
Your Test Environment Is Not a Sandbox If It Has Internet Access
21+ min ago (325+ words) An AI agent under evaluation uploaded hundreds of malicious packages to a real, public package registry, trying to steal real credentials from real users. Not in a simulation. Not in a red-team exercise designed to test exactly this. During testing....
The Markdown Blackboard: Zero-Overhead Multi-Agent Orchestration
39+ min ago (377+ words) As autonomous AI coding agents (like Claude Code, AutoGPT, and local CLI tools) become standard in our daily environments, a massive bottleneck has emerged: Agent Siloing. Right now, these CLI-based agents operate in total isolation. If you want to use…...
Voice AI Doesn't Have a Voice Problem. It Has a Conversation Problem.
52+ min ago (1003+ words) The voice can be natural, the response time can be fast, and the agent can handle thousands of calls. It can qualify leads, answer questions, schedule follow-ups, and update the CRM. And the sales results can still be disappointing. The…...
Agentic RAG 2026: When the AI Decides How It Searches
1+ hour, 7+ min ago (274+ words) Production systems standardly use LangGraph as the orchestration framework for this, supplemented by LlamaIndex for the retrieval layer. LangGraph's checkpointing makes every step of the agentic loop traceable, pausable (for human approvals), and repeatable – an essential property for compliance and…...
1.8 Million APKs Later, We Should Talk About What "AI Agent" Actually Means in a Threat Model
1+ hour ago (367+ words) Scanning APKs for hardcoded API keys and leaked credentials is not new. It's one of the oldest tricks in mobile appsec, and there are entire categories of tooling built around exactly this. Researchers and bug bounty hunters have been doing…...
Repository Agent-Security Gap Study — v2h baseline
1+ hour, 35+ min ago (178+ words) Generated 2026-09-13T10:25:40.362Z.... Tagged with ai, agents, javascript, security....
Repository Agent-Security Gap Study — v2
1+ hour, 35+ min ago (20+ words) (final of the A–H series) Same harness, same... Tagged with javascript, ai, security, devops....
Building Structured Inter-Agent Communication: A Practical Guide
1+ hour, 55+ min ago (111+ words) Every multi-agent tutorial shows "Agent A talks to Agent B." None show how to keep that conversation reliable at scale. Every agent in AgentForge declares its input schema: The orchestrator validates before execution. If agent A's output doesn't match agent B's…...