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.
Mistral hardens enterprise Connectors with scoped keys and an MCP debugger
Mistral expanded its Connectors with scoped API keys, multi-account auth, granular per-workspace admin controls, and an 11-step MCP debugger, plus Connectors in Vibe Code and Workflows. The release tightens governed tool access for production agent deployments.
read →MoEngage acquires Aampe to put a decisioning agent behind every customer
MoEngage acquired San Francisco based Aampe to embed a dedicated, autonomous decisioning agent for each individual customer, folding Aampe's reinforcement learning engine into its engagement platform. The deal targets true 1:1 agentic personalization for B2C marketing teams.
read →Seltz raises $12.5M to rebuild web search for AI agents
Seltz raised $12.5M in seed funding led by Speedinvest and B Capital to rebuild web search specifically for AI agents, returning machine-ready, citable results for the long, precise queries agents fire. It targets the retrieval layer underpinning agentic workflows.
read →TensorX raises 8M euro for sovereign AI inference capacity in Europe
TensorX raised 8M euro in seed funding to build sovereign AI inference capacity in Europe, targeting data residency and regulatory compliance for EU enterprises. The round reflects growing investor appetite for European compute independence.
read →Abstract launches Abstract Workers, custom agents for regulated workflows
Regulatory intelligence platform Abstract launched Abstract Workers, custom AI agents that handle repetitive legal, compliance, and government affairs workflows, powered by OpenAI and Anthropic models. It pushes vertical agents into highly regulated enterprise functions.
read →Assort Health raises $120M Series C for patient-journey AI agents
Assort Health raised $120M in Series C led by Menlo Ventures for patient-journey AI agents that automate healthcare access and front-office operations, having processed 190M interactions. The round signals deepening enterprise demand for vertical, outcome-proven agents.
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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