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.
AWS Closes Bedrock Agents Classic to New Customers and Points Developers to AgentCore
Amazon closed its original Bedrock Agents service to new customers on July 30, three years after launch, placing it in maintenance mode while directing developers to Amazon Bedrock AgentCore. AgentCore adds managed policies, payments capabilities, built-in web search, and a deployment harness designed for production agent workloads at scale.
read →Synopsys and Cadence Ship Fully Autonomous Chip Design Agents at DAC 2026
At the Design Automation Conference in Long Beach, Synopsys launched a fully autonomous design verification agent claiming 50x faster time-to-validated RTL, while Cadence completed its silicon-to-system agentic stack with the AuraStack AI Super Agent for PCB and advanced packaging.
read →Google AI Agents Fixed 1,072 Chrome Security Bugs in Two Releases, More Than the Prior Two Years Combined
Google disclosed that Gemini-powered vulnerability agents patched 1,072 security issues across two Chrome releases in June, surpassing the 1,036 fixes delivered across the previous 23 versions over two years. The automated pipeline discovers, reproduces, triages, and generates candidate patches, saving hundreds of developer hours each month.
read →Workiva Launches Three AI Compliance Agents and an MCP Gateway for Financial Reporting
Workiva introduced a Tie-Out Agent for financial statement cross-checks, a Benchmarking Agent that analyzes peer SEC filings, and a Sustainability Disclosure Agent for ESRS and ISSB compliance, all anchored by Workiva Knowledge, a shared intelligence layer, and a new MCP gateway.
read →Cequence AI Gateway Adds AI Discovery, LLM Registry, and API Registry to Govern Agentic Sprawl
Cequence Security released four new AI Gateway capabilities including AI Discovery, API Registry, LLM Registry, and Skill Registry, letting security teams surface every agent and MCP server running in the enterprise and bind agent personas directly to approved models, tools, and guardrails enforced at the gateway level.
read →Encore AI Raises $30 Million to Scale Customer Interaction Agents That Learn From Top Employees
Tel Aviv-based Encore AI closed a $30 million Series A led by Team8 to expand its enterprise platform, which uses interaction-mining technology to study top-performing employee calls and train voice and chat agents to replicate those results across financial services clients.
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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