Top story · Daily AI intelligence
Orchard provides a reusable sandbox and environment service so teams can train and evaluate coding, browser, and assistant agents without building bespoke infrastructure, shipping with three domain recipes for software engineering, GUI navigation, and everyday productivity tasks.
01 / Insights
Daily AI analysis
What we're reading and thinking about. Refreshed daily.
Nvidia brings world models to the edge with Cosmos 3 Edge and Cosmos Dreams at SIGGRAPH
At its SIGGRAPH keynote Nvidia expanded its Cosmos physical AI platform with Cosmos 3 Edge for on device robotics and Cosmos Dreams closed loop simulators, pushing frontier world models onto local GPUs.
read →Squirro ships a 13 agent enterprise catalog to end start from zero AI builds
Squirro made its Agent Catalog generally available with more than a dozen prebuilt, permission aware agents for finance, HR, legal and IT, each grounded in the company own ontology and reusing one governed foundation. Early users include the ECB and Deutsche Bundesbank.
read →Bristol Myers Squibb builds life sciences most powerful AI factory on Nvidia Vera Rubin
Bristol Myers Squibb will deploy Nvidia DGX Vera Rubin NVL72 systems to run drug discovery across oncology, immunology and neuroscience, giving it the largest single owned AI infrastructure in life sciences.
read →Moonshot pauses new Kimi K3 signups as demand overwhelms its GPUs
Days after launching the 2.8 trillion parameter Kimi K3, Moonshot halted new subscriptions because request volume outran its compute clusters, with open weights still promised for July 27.
read →Tempus AI to buy Personalis for $1.5 billion to scale AI cancer monitoring
Tempus AI agreed to acquire cancer testing firm Personalis for about $1.5 billion, folding its molecular residual disease technology into the Tempus multimodal data and AI precision oncology platform.
read →Alibaba Cloud launches Agent Native Cloud to run enterprise agent fleets at scale
Unveiled at WAIC 2026, Agent Native Cloud pairs AgentTeams orchestration with an Agentic Computer sandbox, workload isolation and enterprise identity to run coordinated agents in production. Alibaba says 15 internal agents now handle 85 percent of developer support requests and cut operational support time by 90 percent.
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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