Microsoft merged Semantic Kernel and AutoGen into a single SDK and shipped it as Agent Framework 1.0 in April.
We spent 2025 arguing about which framework to wrap around an LLM. LangChain or CrewAI?
Three frameworks shipped agent middleware in the same quarter. That's not a trend — that's convergent evolution under production pressure.
Five months after the MCP Apps spec landed in January, the practical question has shifted from "should tools have UIs?
Every prompt injection defense I've shipped has the same structural flaw: it relies on the model to police itself.
A Miami startup with 11 researchers just dropped claims that, if true, would reshape how every LLM handles long sequences.
Every agent framework defaults to sequential tool calling. Ask a question, get a tool call, execute it, feed the result back, repeat.
Three months.
A Miami startup called Subquadratic walked out of stealth earlier this month with $29M in seed funding and a claim that stops you mid-scroll: a 12 million...
The most uncomfortable benchmark result in agentic AI right now: a single agent matched or outperformed multi-agent architectures on 64% of tested tasks —...
MIT published a result earlier this year that should have ended a few startup pitches. Take a multi-agent system performing reasonably well — 90.
NVIDIA quietly shipped one of the most interesting open model architectures I've seen this year, and most of the coverage buried the lede.
Between March and May 2026, OpenAI, Google, Anthropic, and Microsoft each shipped production-grade agent SDKs.
Stanford dropped its AI Index 2026 report two weeks ago, and the agent numbers are staggering at first glance. OSWorld task success went from 12% to 66.
Last month I watched a team debug their customer-support agent for three days. Hallucinations, wrong tool calls, invented parameters.
Your agent deploys a Kubernetes pod for the third time this week. The first run took eleven tool calls and two retries.
Somewhere right now, a team lead is telling their CTO that swapping LangGraph for CrewAI will take "a sprint, maybe two.
Microsoft shipped Agent Framework 1.0 on April 7.
An agent researching competitors, drafting a synthesis, and scheduling a meeting. Fourteen steps in, the container gets rescheduled.
We rolled out follower notifications a couple of weeks ago. Writers publish a post, their followers get a ping in the feed.