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.
OpenClaw v2026.6.5-beta.2 released
A fresh OpenClaw beta following beta.1, with a refactor moving the Matrix sync cache into SQLite plus a batch of E2E and release-smoke hardening.
read →Salesforce Summer 26 brings Agentforce Multi-Agent Orchestration (live 15 Jun)
Salesforces Summer 26 release goes live 15 Jun with Multi-Agent Orchestration as its headline Agentforce feature: a primary agent acting as a single entry point that routes to specialist agents.
read →MiniMax M3 open weights due mid-June
M3 (1M context, 59% SWE-Bench Pro, vendor-claimed to top GPT-5.5/Gemini 3.1 Pro) promised weights + tech report ~10 days after its 1 Jun launch, putting a self-host drop around mid-June. Benchmarks still vendor-reported.
read →Hermes Agent v0.16.0 "The Surface Release"
Newest tagged Hermes release (6 Jun); follow-up commits add a cron-sessions sidebar and desktop/Electron bootstrap fixes.
read →SpaceX becomes Big Tech's GPU landlord: Google pays $920M/month, Anthropic $1.25B/month
SpaceX's IPO filing reveals Google agreed to pay $920M/month for 110,000 NVIDIA GPUs to power Gemini Enterprise (Oct 2026–Jun 2029), while Anthropic reportedly pays $1.25B/month for Colossus capacity. SpaceX is now a structural AI infrastructure utility at hyperscaler rates.
read →Microsoft Aion 1.0: on-device reasoning agent ships in-box with Windows
Microsoft's Aion 1.0 Plan (14B param, tool-calling, 32K context) will ship in Windows for fully local agent workflows. Aion 1.0 Instruct (smaller, open weights) arrives on Hugging Face in July. MXC sandboxing lets IT control exactly what each agent can access.
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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