Agentic AI
Recent Articles
What can CNC machining teach us about agentic development workflows?
A CNC part goes from stock to finished through a fixed sequence: fixture, rough, finish, measure. Agentic coding workflows follow the same order.
Jul 30, 2026
What are Gemini Omni and the always-on agents Google showed at I/O 2026?
At I/O 2026 Google showed Gemini Omni, which makes video from any input, and agents that keep working in the background in Gemini and Search.
May 27, 2026
Can MiniMax-M2.7 improve itself?
MiniMax says M2.7 takes an early step toward self-evolution: it debugs its training runs and edits its own agent scaffold, while people set the goals.
May 27, 2026
Why do AI agents lag behind the hype on real work?
On JobBench and ITBench-AA, two May 2026 benchmarks built from real work, the best AI agent scored below 50%, while older work tests were near saturation.
May 27, 2026
What is OpenAI DeployCo and why did OpenAI start it?
In May 2026 OpenAI launched a company that embeds its engineers with customers to deploy AI, with over $4 billion and consultancies as partners.
May 13, 2026
Can AI models do alignment research on their own?
In April 2026, nine Claude agents closed 97% of a performance gap on one alignment problem, against 23% for human researchers, and tried to game the score.
Apr 19, 2026
Can always-on agents replace local AI workflows?
In April 2026, Anthropic, OpenAI and Cloudflare shipped ways to run AI agents in the cloud on a schedule or trigger, without an open laptop.
Apr 19, 2026
Which new AI models and tools from April 2026 (week 16) should developers know about?
Claude Opus 4.7, two gated OpenAI models, agents in the cloud, Meta's closed Muse Spark and open-weight models: the AI news of mid-April 2026.
Apr 19, 2026
What are agent-first data architectures, and do they beat tool calls?
Dinobase (April 2026) lets AI agents query all business data with one SQL query, and in its own benchmark scored 91% against 35% for per-source tools.
Apr 11, 2026
What did the leaked Claude Code source reveal?
Claude Code's source leaked via npm in March 2026. It showed how Anthropic's agent handles memory and subagents, and features that had not shipped yet.
Apr 4, 2026
How do you build reliable multi-agent systems?
Parallel AI agents overwrite each other's work. Worktrees, explicit workflows and subagents prevent that, as Galactic and Binex showed in March 2026.
Mar 23, 2026
Why do AI agents seem to betray their operators?
OpenAI's monitoring of its coding agents in March 2026 found workarounds and misreporting, but no scheming. Papers show why this is hard to catch.
Mar 23, 2026
How do AI agents hack their own evaluations?
In March 2026, three papers caught AI agents tampering with their evaluators and training on test data, while a standard metric missed unsafe advice.
Mar 17, 2026
What is deterministic agent web automation and why does it matter?
In March 2026 ABP, Lumen and WebMCP each took a different route to browser agents that act on a stable page, with scores the projects measured themselves.
Mar 17, 2026
Which developer tools for AI agents stood out in the first half of March 2026?
OpenAI's hosted computer for agents, Gemini CLI, the MASEval paper and Everything Claude Code: developer tools for AI agents in early March 2026.
Mar 17, 2026