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.
Apple goes multi-model at WWDC 2026: Gemini-powered Siri, Claude & ChatGPT as Apple Intelligence extensions
Apple rebuilt Siri on a custom ~1.2T model licensed from Google Gemini (~$1B/yr) and added an Extensions system letting users pick ChatGPT, Gemini, or Anthropic Claude to power Apple Intelligence. Apple becomes a model-agnostic distribution + private-cloud layer rather than building its own frontier model.
read →LG CNS launches DevOn Agentic AIND, an agent platform for the full software lifecycle
DevOn Agentic AIND uses specialized AI agents to automate requirements analysis, system design, coding, and testing for large-scale enterprise IT builds.
read →NVIDIA AI-factory blitz in Korea with LG Group and Doosan
NVIDIA announced partnerships with LG Group (robotics, autonomous driving, GPU cloud) and Doosan (physical AI/robotics) to build dedicated AI factories, extending sovereign and industrial compute capacity.
read →NVIDIA and SK hynix sign multiyear memory partnership for AI factories
The deal co-develops next-gen memory for NVIDIA Vera Rubin AI supercomputers and Vera CPUs, targeting the memory-bandwidth bottleneck that gates agent-scale inference.
read →NVIDIA ships Nemotron 3 Ultra — fully open 550B reasoning model built for long-running agents
NVIDIA released Nemotron 3 Ultra (4 Jun), its largest open-weight reasoning model, explicitly tuned for multi-step, long-horizon agentic work rather than chat. A real build-vs-buy lever: a frontier-class, self-hostable reasoning brain for governed on-prem pipelines without per-token API exposure.
read →Apple approves Poke as the first third-party AI agent on Messages for Business
Agents are now a sanctioned channel inside iMessage. Apple bills per-user and requires clear AI disclosure plus a live-support fallback — a distribution milestone for consumer-facing 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
Get in touch
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