Linear's test suites nearly quadrupled since January, adding roughly 2,000 tests a week with agents writing the majority, pushing pull request wait times above 6 minutes and prompting CTO complaints t…
Linear said on September 21st that a CI overhaul ordered by co-founder and CTO Tuomas Artman cut runner time per test roughly in half while its test suite nearly quadrupled during 2026, with pull requ…
Warp, the AI-powered terminal and software factory platform led by co-founder and CEO Zach Lloyd, ships 2,000 pull requests a month through its cloud-based software factory, which runs a Slack → Linea…
A developer switched from Linear's official MCP server to the unofficial linear-cli tool and estimates the change saves between 5k and 25k tokens per session, according to a comparison run by Claude a…
Orca is a desktop Agent Development Environment (ADE) that runs multiple AI coding CLI agents in parallel, giving each task its own git worktree so agents can work on the same repository without overw…
AI coding tools are driving large increases in code output without comparable gains in product quality, according to an analysis by Evan Marshall, CTO, citing Anthropic's June claim that Spotify ships…
Software engineering is acquiring a "second material" in the form of AI models that carry tolerances — sometimes hallucinating, sometimes not — unlike deterministic code that "always works, or it just…
Launchday Advisors has published a decision framework urging most product teams to ship an MCP app to at least one AI client by the end of 2026, with the right posture depending on three diagnostics: …
A guide for product leaders outlines how to embed software inside AI clients such as Claude, ChatGPT, Cursor, Microsoft Copilot, and Gemini using the Model Context Protocol (MCP), the JSON-RPC 2.0 sta…
Agent Protocol Inspector now automatically classifies whether an auth-protected MCP server's authorization server is a full OpenID Connect provider or bare OAuth 2.0, using RFC 9728 protected resource…
AI coding agents are generating more pull requests than engineering teams can trust, shifting the bottleneck from code generation to code review, according to Shachar Azriel's AI Native DevCon London …
OpenAI's chatgpt.com serves roughly 1 billion people, making it one of the most used web apps in the world, according to a reverse-engineering analysis of the site's HTML, JavaScript, CSS, and network…
WorkOS published a guide on testing AI agent authorization policies before enforcing them, using a reusable YAML test fixture that checks intent, role-based access control (RBAC), and human approvals …
WorkOS published guidance on intent-based access control for AI agents, arguing that the person requesting an agent's work should define its purpose while the organization retains authority over permi…
Amika launched Rigs, cloud workstations that boot in seconds with pre-configured repositories, development services, and coding agents, according to the company's product site. Rigs can be controlled …
Dylan and cofounder Jakub launched amika.dev, a service that provisions multiplayer cloud workstations, called "Rigs," where coding agents and humans share git repos, development environments, and age…
WorkOS extracted Airlock, its authorization system for governing AI agent actions in company tools, out of its Atlas AI coworker in Slack and into a standalone product, the company said. At Agent Nigh…
A software engineering team's shift to optional code reviews after April, combined with AI coding agents, caused review counts to drop to almost zero and let "passable" one-off agent implementations b…
A 2026 ranking of MCP servers for OpenAI Codex names GitHub, Context7, Playwright, Postgres, and Exa as the top five picks, with the guide warning that each added server increases the agent's context …
Honeycomb announced that Canvas, its AI-guided observability workspace for building AI agents, is now Generally Available for all Honeycomb users, with connectors including GitHub and Linear currently…