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.
AGIBOT unveils four robots led by the A3 Ultra humanoid at WAIC
Chinese robotics firm AGIBOT debuted four products at WAIC 2026, headlined by the A3 Ultra humanoid running on Nvidia Thor at 700 TOPS with an eight hour hot swappable battery, a step from timed demos toward sustained commercial deployment. More than 30 of its robots are already working across the conference venues.
read →Reo.Dev raises $11.3 million to scale AI signals for developer sales
Bengaluru based Reo.Dev closed an $11.3 million Series A led by Elevation Capital to grow its AI native go to market platform, built on a Developer Knowledge Graph of over 100 million engineer profiles that surfaces buying intent inside engineering teams. It is a fresh signal of demand for AI driven lead enrichment and GTM tooling.
read →EU orders Google to open Android and Search to rival AI assistants
The European Commission adopted binding Digital Markets Act measures requiring Google to let third party AI assistants be voice activated on Android and to share anonymized Search data with rivals, with rollouts starting in 2027.
read →Google delays Gemini 3.5 Pro after it missed internal coding and reasoning targets
Google pushed back the broad release of its flagship Gemini 3.5 Pro by months after internal tests fell short on coding and long horizon reasoning, and Alphabet shares dropped more than 4 percent.
read →Fireworks AI raises $1.5 billion Series D at a $17.5 billion valuation
The inference platform, now past $1 billion in annualized revenue and serving 40 trillion tokens a day, raised a $1.505 billion round led by Atreides, Index Ventures and TCV to expand compute for enterprise fine tuned models.
read →Anthropic CISO publishes a four question framework for governing agentic AI
Deputy CISO Jason Clinton laid out a practical playbook that scores agent risk by untrusted inputs, allowed actions, blast radius and observability, arguing teams should make risk legible and bounded rather than chase zero risk.
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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