Cognition's Devin allows software engineering teams to codify architectural best practices and service boundaries into custom agent skills

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Megaspeed is a Singapore-based customer of Nvidia

OpenAI engineers developed an internal software tool over five months using agentic harnesses with zero lines of manually written code

Software startups Factory, Cognition, and OpenAI provided platform usage credits for students in Stanford University's CS146S course

Terminal company Warp operates its open source terminal repository using an autonomous software factory model

Agent skills formalize repeatable multi-step engineering procedures into executable files such as SKILL.md

Monaco developed an internal background agent platform called Monocoder built on the Coder.com infrastructure platform

Anthropic defined dynamic workflows as a design pattern where agents write custom harnesses on demand to execute subagent tasks

A baseline autonomous coding agent loop can be implemented from scratch in approximately 200 lines of code

Monaco adopted Cognition's Devin platform to perform automated code reviews on engineering pull requests

Accounting software startup Basis tracks technical specifications and canonical code state artifacts in Git version control

Jeffrey Litcz developed an explain-diff agent skill that visualizes git diffs and quizzes developers to confirm understanding of code changes

Mihael Eric is an adjunct professor at Stanford University and the head of AI at Monaco

Monaco built an internal Slack bot named HAL that assists with site reliability engineering, debugging, and customer success inquiries

Monaco employs forward-deployed account executives to onboard customers and assist with building custom agentic workflows

Monaco hired airplanes flying banner advertisements over San Francisco at a cost of $6,000 per day

Providing excessive context to autonomous coding agents can cause models to overfit on incidental instructions

Monaco uses Parallel and Exa as external search and enrichment providers for its sales intelligence database

Monaco formats pull request descriptions as detailed technical specifications with file-level pointers to delineate modified service boundaries

Subagents in autonomous coding harnesses can either inherit the full context of the parent execution thread or execute within isolated sessions

Monaco is a Series B startup based in San Francisco building an AI-native sales and go-to-market platform