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.
US Department of War launches Agent Network for AI assisted battle management
The Pentagon's second Pace Setting Project pairs established defense vendors with startups to build an interoperable network of AI agents that scan intelligence and operational systems and surface options for commanders within seconds, with humans retaining every targeting decision.
read →Elsevier expands LeapSpace with agentic Writing Coach and Claim Radar
LeapSpace adds an AI Writing Coach and a Claim Radar that checks claims against up to 40 sources in Scopus and grades each as supporting, contradicting, or mixed, a grounded approach to retrieval and evidence verification for research teams.
read →PNNL builds AutoLabs, an agent that turns plain language goals into lab robot instructions
AutoLabs translates a scientist's natural language experimental goals into detailed steps for autonomous laboratory robots, collapsing setup that once took weeks and showing how agentic tool use can drive real physical workflows.
read →Board adds Supply Chain and Merchandiser agents to its Agentic Continuous Planning platform
Board's new domain specific agents connect demand, inventory, pricing, and financial plans, extending its FP&A and Controller agents toward a network of specialized planners that act alongside business teams.
read →OpenAI retires GPT-4.5 from ChatGPT and simplifies the Enterprise model picker
GPT-4.5 is gone from ChatGPT with conversations migrating to GPT-5.5, while a new picker gives Enterprise and EDU admins clearer reasoning and Pro access controls across web, iOS, and Android. The API is unaffected.
read →OpenAI previews GPT-5.6 Sol, Terra and Luna under a government gated rollout
OpenAI opened a limited preview of its GPT-5.6 family to roughly 20 government approved organizations, with wider access promised in the coming weeks. Sol posts agentic gains in coding, biology and cybersecurity, while Terra and Luna land well below GPT-5.5 on price.
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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