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.
Qualcomm to acquire Modular for $3.9B to challenge NVIDIAs CUDA software moat
Qualcomm agreed to buy Chris Lattners Modular in an all stock deal worth about $3.9 billion, gaining the Mojo language and MAX inference engine that let AI code run across NVIDIA, AMD, Intel and Qualcomm chips without rewrites. The move directly targets the CUDA software ecosystem that anchors NVIDIAs data center dominance.
read →Anthropic launches Claude Tag, a persistent AI teammate inside Slack
Anthropic released Claude Tag, replacing its Slack app with a shared, persistent agent that teams delegate work to by typing @Claude. It remembers channel context, works asynchronously over hours or days, can act proactively, and ships in beta for Enterprise and Team customers on Opus 4.8.
read →Runlayer raises $30M Series A for a control layer governing employees and AI agents
New York based Runlayer raised $30M led by Felicis to build a control layer that governs how employees and AI agents connect to tools, data and company policies, bringing its total to $42M. The round reflects surging enterprise demand to govern agent access.
read →Coval raises $28M Series A for simulation and observability of voice and chat agents
Coval raised $28M led by Norwest for its simulation, observability, labeling and review platform for voice and chat agents. The funding bets that production agent deployments need real evaluation discipline.
read →Taktile raises $110M Series C for agentic decisioning in financial services
Taktile raised $110M led by Goldman Sachs Alternatives to expand its agentic decisioning platform for banks and insurers, automating underwriting, fraud, onboarding and AML workflows with human oversight. The Berlin and New York firm has now raised $184M.
read →OpenAI launches GPT-5.5-Cyber and Patch the Planet to fix open source bugs at scale
OpenAI unveiled GPT-5.5-Cyber, its most capable security model at 85.6% on CyberGym, alongside Patch the Planet, a Daybreak initiative with Trail of Bits to find and fix vulnerabilities across widely used open source projects. The effort has already produced dozens of merged patches and hundreds of confirmed findings in code such as the Linux kernel and FreeBSD.
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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