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.
JAMS ships JAX and JAMS MCP to run enterprise job scheduling from Claude and Cursor
JAMS added JAX, an in app agent that diagnoses failed jobs in plain language grounded in real docs, plus a JAMS MCP connector that answers scheduling questions inside tools like Claude and Cursor. Both act only with the signed in user's own permissions and ship at no extra cost.
read →Genesis Automation Healthcare launches agentic AI for the surgical supply chain at AHRMM26
Debuting as one company at AHRMM26 in San Antonio, Genesis unveiled agentic AI for surgical supply chain management and a Design Partner Program, citing an Allegheny Health Network case that cut operating room billing discrepancies across 400 plus hospital sites.
read →Israel's AI czar courts TSMC, Intel and Samsung for a 2nm fab and a 100,000 GPU cluster
Erez Askal is lobbying TSMC, Intel and Samsung to build a sub 2nm chip fab in Israel and pitching a 100,000 GPU data center cluster within five years, a sovereign AI push that now runs into a 27 gigawatt grid connection backlog.
read →Delhi High Court rules OpenAI training ChatGPT on ANI news is fair dealing
In a first for India, Justice Amit Bansal held that storing copyrighted news content to train a large language model falls within fair dealing and denied ANI an injunction, laying down a framework future AI training cases will lean on.
read →Ollama 0.32.4 adds Apple Silicon GPU support and Laguna MLX inference for top open coding model
The new Ollama release enables Apple GPU acceleration via MLX for Poolside Laguna S 2.1, currently one of the strongest open-weight coding models, along with speculative decoding improvements and Qwen3 MoE expert quantization fixes. Teams with sufficient Apple Silicon memory can now run frontier-class open coding agents locally.
read →ServiceNow AI contract value crosses 1 billion dollars as agents hit 80 percent resolution
ServiceNow reported quarterly AI annual contract value above 1 billion dollars with net new AI ACV up over 40 percent quarter on quarter, and more than 40 customers reaching 80 to 85 percent autonomous ticket resolution.
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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