Top story · Daily AI intelligence
OpenAI published Agent Plugins 1.0, an open format that bundles Agent Skills and MCP servers into portable plugins any compatible client can discover and load. A steering committee of OpenAI, Amazon, Microsoft, Cursor, and Vercel backs it, Google joined as a core maintainer, and ChatGPT, Codex, Cursor, GitHub Copilot, and VS Code support it at launch.
01 / Insights
Daily AI analysis
What we're reading and thinking about. Refreshed daily.
NEURA Robotics raises up to $1.4B Series C for physical AI
An NVIDIA-, Amazon- and Qualcomm-backed consortium funds NEURA to scale cognitive-AI robots — physical agents attracting major capital.
read →Anthropic releases Claude Fable 5 and Mythos 5, its most capable model made generally available
Fable 5 is a Mythos-class model that is state-of-the-art on nearly every benchmark; high-risk queries (cyber, bio) are silently routed to Opus 4.8. Priced at $10/M in, $50/M out — 2x Opus 4.8.
read →Rubrik launches Rubrik AI and Agent Cloud at Forward 2026 with an Anthropic alliance
Rubrik broadens its data-security stack into agentic operations with Rubrik Agent Cloud, an Anthropic partnership, and global SI alliances — agent governance moving to the backup-and-recovery layer.
read →A Security raises $37M Series A for autonomous AI pentesting
Backed by Lightspeed and Cyberstarts, A Security builds agents that map real exploit paths before adversaries do, shifting security from scan-and-report to continuous agent-driven attack simulation.
read →Lexful raises $7M seed for AI agents that make tribal IT knowledge queryable
Lexful turns undocumented ops/IT knowledge into an intelligent queryable system — directly relevant to internal-RAG and knowledge-capture use cases.
read →PointFive raises $60M Series B for an AI Efficiency OS for cloud and GPU cost
Accel-led round funds a platform that analyses cloud and GPU usage to recommend cost savings for enterprises running generative AI in production.
read →02 / Weekly Deep Dive
How agents actually ship
One researched edition a week: real deployments, the stacks behind them, and the honest counter-facts.
Caylent builds its own agent orchestrator and cuts a 2,600-hour migration to 220
Instead of buying a migration tool, Caylent built a multi-agent orchestrator on the Claude Agent SDK that runs inside the customer's own cloud and cut one engagement from 2,600 engineering hours to about 220.
Eve makes the buy-a-vertical-vendor case for small plaintiff law firms
Plaintiff firms with no in-house ML team buy their agents off the shelf, and Eve customers report large jumps in lead conversion, case value, and drafting speed.
Suzano puts a natural-language-to-SQL agent in front of 50,000 staff
A Brazilian pulp-and-paper maker built a Gemini agent that turns plain-language questions into SQL, which Google Cloud says cut query time by about 95 percent for 50,000 employees.
03 / Latest project
MomMe, a lifestyle community, web & iOS
A full lifestyle community platform, web portal and native iOS app, taken end to end, with an AI moderation flow keeping the community safe at scale.
- MomMe web portal + iOS application
- Full lifestyle community with 3,000+ registered users
- AI moderation flow
04 / Contact
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