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News
AI as a Fluency Machine: What Software Engineering Taught Me About Checking a Model's Answer
23+ min ago (1409+ words) We refuse to install a dependency without a lockfile, a checksum, and a license audit. Then we paste a language model's answer straight into a model file and call it velocity. The scrutiny didn't disappear — it just stopped applying to…...
AI Agent Authentication in 2026: Web Bot Auth, ARD & OAuth
1+ hour, 27+ min ago (1061+ words) AI agent authentication is not one protocol. It is a stack. An agent may need to discover a tool, prove which workload is running, authenticate an HTTP request, show that a user delegated authority, and leave enough evidence to reconstruct…...
Why I Built cost-guard-mcp: Pre-Flight Cost Guardrails for AI Agents Talking to Data Warehouses
2+ hour, 49+ min ago (747+ words) The query that shouldn't have run Give an AI agent a warehouse MCP server and, sooner or... Tagged with aiengineering, mcp, python, opensource....
The Autonomous Enterprise: Why AI, low-code and hyperautomation are converging
10+ hour, 50+ min ago (354+ words) The business is at a new frontier of digital transformation. For years, organisations have incorporated automation, cloud platforms and artificial intelligence, each as its own separate and discrete capability. Today, these maturity levels are increasingly converging into a new model…...
Agentic RAG 2026: When the AI Decides How It Searches
5+ 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
5+ 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…...
Building Structured Inter-Agent Communication: A Practical Guide
5+ 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…...
MiniCPM5-2B Powers On‑Device Agents | AI News Detail
17+ hour, 7+ min ago (182+ words) According to @_avichawla, MiniCPM5-2B runs locally, excels at coding and tool use, and completes multi-step investigations on resource-limited hardware. The release of MiniCPM5-2B by OpenBMB marks a significant milestone in the evolution of small language models optimized for on-device agents. This dense 2B-parameter…...
How I manage my agents
1+ day, 20+ hour ago (1198+ words) There are probably hundreds of posts like this. But I wanted to share my workflow about how I create and manage a fleet of agents. I've had huge success with it over the past few months. I rely on some…...
Amplifying — Coding Agent Intelligence
19+ hour, 59+ min ago (141+ words) In Groovy repos on public GitHub, 457 PRs carried an agent mark between 2026-08 window start and end, which is 7.8% of all Groovy PRs. Claude Code does the most of it. Coverage: tracks Claude Code, Codex, Copilot agent, Cursor, Devin, and Jules....