AI Agents
Autonomous agents, multi-agent workflows and orchestration.
45 published articles
AI Agents
OpenManus killed the AI agent invite wall. Here is how to run it in ten minutes.
OpenManus is an open-source AI agent framework anyone can install and run immediately: no invite code, no gimmicks, just a Python environment and an API key. Here is why you need it.
2026-07-11
AI agents
Your iPhone can now run AI coding agents. The keyboard is optional.
Cursor's new iOS beta app lets developers launch AI coding agents from anywhere using cloud VMs or by remotely controlling their desktop. Live notifications, voice input, and direct PR merging from the phone aim to turn mobile devices into serious development tools, decoupling coding from the keyboard.
2026-07-11
AI Agents
The planning trap: why AI agents that work in demos stall in production
As AI agents move from demos to production, operators find that the hardest failures are not in reasoning but in subtle mismatches between autonomous planning and deterministic infrastructure. This analysis unpacks the three silent failure modes that keep CTOs up at night.
2026-07-10
AI Agents
Microsoft's bet on small models for agentic AI is about orchestration, not knowledge
Microsoft Research's MagenticLite project shows that small models can handle complex agentic tasks when orchestration, model design, and execution environment are codesigned. The release includes MagenticBrain, a 14B orchestrator, and Fara1.5, a computer-use model family that nearly doubles prior performance on web navigation benchmarks.
2026-07-09
AI Agents
Parallel agents aren't about speed. They're about coordination.
Parallel agents split complex tasks across concurrent workers, each with isolated state and defined scope. The real challenge isn't speed, it's coordination.
2026-07-09
agent reliability
AI agents can't tell when a Java migration is actually done
IBM Research introduces ScarfBench, an open benchmark for evaluating AI agents on enterprise Java framework migration. Early tests reveal that frontier agents are systematically overconfident about their own results, that configuration layers dominate effort, and that environment issues like Docker caches regularly derail migrations even when code transformations succeed.
2026-07-06
Multi-agent architectures
Why Qoder gives every AI agent a boss
Qoder's Experts Mode replaces peer-to-peer multi-agent messaging with a single Leader that coordinates specialized experts asynchronously. The architecture reduces state explosion, improves quality across four dimensions, and extracts reusable skills after each task.
2026-03-11
AI Agents
One terminal command now launches a local AI assistant that handles your inbox
With Ollama 0.17, users can now launch a local, open-source AI assistant in one terminal command. OpenClaw manages inboxes, email, and calendar tasks across chat apps.
2026-02-23
AI Agents
Ollama just gave Claude Code a second brain for parallel tasks
Ollama now supports parallel subagents and built-in web search for Claude Code, enabling longer coding sessions with less context noise. The new features work with any Ollama cloud model and require no additional configuration.
2026-02-16