AI Agents
Autonomous agents, multi-agent workflows and orchestration.
45 published articles
AI Agents
Nobody Can Say What Their AI Coding Agents Actually Did Today
Enterprises spending heavily on AI coding agents can't see what those agents actually did, the benchmarks measuring their improvement may be overfit to public test sets, and the code they write isn't reviewed by default. Three separate problems with the same root cause: adoption outran the tooling to observe it.
2026-07-30
Enterprise AI Security
A synthetic dataset cut AI agent permission violations by 93%
A new arXiv paper proposes a dynamic permission architecture for enterprise AI agents, backed by a validated synthetic dataset. The approach reduced permission ceiling violations by 93% in testing, offering a proactive defense against over-privileged agents.
2026-07-30
Open Source Buzz Workspace Integrates Hermes Agent
Buzz and Hermes let ai agents share a channel with your coworkers
Buzz, an open-source workspace built on Nostr, now supports three ways to integrate Hermes, the autonomous agent from Nous Research. From a one-click desktop setup to a full gateway that keeps Hermes' memory and skills intact, the integration offers flexibility for different deployment needs.
2026-07-30
Microsoft AI
Microsoft matches GPT-5.6 in Excel with a cheaper, older-gpu model
Microsoft's MAI model in Excel matches GPT-5.6 for common tasks at lower cost, uses fewer tokens than rivals in Copilot, and runs on H100 and A100 GPUs, lowering the bar for widespread deployment.
2026-07-29
Agent Observability
Your AI coding agents are burning millions, and nobody knows where
Enterprises are spending heavily on AI coding agents with zero visibility into their actual behavior. Alibaba Cloud's open-source LoongSuite Pilot aims to fill that gap, but the core issue runs deeper: nobody can track what these agents are doing.
2026-07-26
AI Coding Tools
Claude Code can now route to a whole school of models
Sakana AI's Fugu multi-agent system gains a Claude Code interface, allowing developers to orchestrate a pool of specialized models from within Anthropic's closed-source coding environment. The integration highlights a broader shift: model routing is becoming a platform feature, not a user concern.
2026-07-26
AI Agents
Your Mac just became a remote Gemini agent, unless you're in Europe
Google updates Gemini Spark with Mac remote control, third-party app integrations and smarter notifications. But the agent's expansion skips the EEA, UK, Switzerland and Nigeria, highlighting the tension between rapid AI rollout and regional regulation.
2026-07-25
AI Coding Agents
How an Anthropic ban backfired and drove OpenCode to $40M ARR
OpenCode, an open-source AI coding agent, reached 4.6 million weekly active users and $40M ARR after an Anthropic clampdown on Claude usage pushed developers toward a model-agnostic alternative.
2026-07-24
Artificial Intelligence
StructAgent lifts AI agent success rates from 27% to 79% without bigger models
An academic paper introduces StructAgent, a state-centered framework that restructures how digital agents track task progress. It achieves state-of-the-art results on OSWorld-Verified with open models, and generalizes to Minecraft. The work identifies that raw interaction history is a bottleneck for long-horizon tasks, and proposes a structured state plus verifier-backed workflow as the fix.
2026-07-22
AI Agents
Kimi just removed the one thing keeping you from running a 24/7 AI agent
Kimi Claw deploys openClaw to the cloud with one click, eliminating local setup and hardware constraints. It runs 24/7, offers 40GB storage, and provides instant access to 5,000+ ClawHub skills through a browser.
2026-07-18
AI Agents
One agent, one memory, every app, the AI assistant that refuses to stay in its box
#1 Connect launches a cross-platform AI agent with unified memory that spans Telegram, Discord, Slack, WhatsApp, Signal, and more, no platform-locked assistant can carry context the same way.
2026-07-16
Visual AI interaction
Cursor just let you fix UI bugs by pointing at them. No translation required.
Cursor's updated Design Mode lets engineers and designers modify UI by clicking elements, drawing on the page, or speaking changes aloud, while the AI agent extracts element identity, styles, and layout context to edit code. The approach accelerates iteration by cutting out the translation step between visual intent and text.
2026-07-12