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.
MCP next-spec release candidate published, finalizing 28 July
The Model Context Protocol RC introduces a stateless core, an Extensions framework, Tasks, MCP Apps and OAuth-aligned authorization — a maturity milestone for anyone building on the protocol.
read →Microsoft ships closed-loop learning for Power Apps MCP agents
Agents on the Power Apps MCP server now persist user corrections as memory and distill them into rules via Genetic-Pareto/DSPy; UK Electoral Commission invoice accuracy rose 11% to 78%.
read →Google DeepMind funds $10M multi-agent safety research initiative
DeepMind warns that millions of autonomously-interacting agents enable scams, cyberattacks and prompt injection at internet scale, and is funding a $10M program to study the risks.
read →JumpCloud launches Agentic IAM on Google Cloud
A unified zero-trust control plane governing access for every human, non-human and autonomous agent identity; 66% of orgs grant agents access equal-to-or-greater than humans but only 37% have them in formal IAM policy.
read →Cresta launches Conductor, an agent that builds production agents
Conductor runs grounded discovery, produces a reviewable blueprint, then generates prompt logic, subagent orchestration and deterministic-action code, claiming 2x faster production agent builds.
read →Niteshift raises $7M for a model-agnostic cloud for coding agents
Datadog veterans launched Niteshift, a full-stack cloud that routes coding agents between frontier and open-source models to fight vendor lock-in and give agents an environment to verify their work.
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
Get in touch
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