A developer at Ubisoft Milan built and shipped an Android phone-tracking app, MobTracker, entirely from a mobile browser using Google Jules, an AI coding agent. The developer directed Jules to generat…
A developer's analysis of Pydantic AI's run loop reveals that the framework maintains a single mutable conversation list per run and re-sends the entire accumulated history—including tool outputs—on e…
Blacksmith, a San Francisco startup building CI infrastructure for GitHub Actions, raised $45 million in a Series B led by Peak XV Partners at a $550 million valuation, up 10x from a year ago, to addr…
A developer at Shopify used test selection to cut CI queueing from about 20 minutes to a couple of minutes for many changes, after coding agents pushed a hobby project to roughly 500,000 lines of code…
AgentCheck, a new open-source regression testing tool for AI agents, lets developers define expected agent behavior in YAML and run pass/fail checks against any CLI command or HTTP endpoint, with an L…
Cloudflare automated issue triage for the Astro open source framework using isolated AI agents in GitHub Actions, cutting Astro's open issue count from over 200 to about 30, an approximately 85% reduc…
GitHub Agentic Workflows (gh-aw) version 0.82.9 added Docker Sandboxes as a supported agent runtime, allowing AI coding agents in GitHub Actions to run Docker containers and execute arbitrary commands…
GitHub logged 13 separate incidents in the first 17 days of August 2026, with the worst on August 17 lasting 7 hours and 47 minutes, taking down Actions, authentication, Copilot, APIs, and pull reques…
GitHub experienced 17 separate incidents between 1 and 18 August, including a nine-hour degradation of GitHub Actions on 6 August that caused 71% of workflow runs to fail, and a worldwide outage on 17…
GitHub experienced a 7-hour and 47-minute outage on August 17 that disrupted github.com, authentication, GitHub Actions, APIs, pull requests, issues, and Copilot, affecting developers worldwide. The o…
Io.github.barissozudogru/gha-intel, a GitHub Actions workflow timing analysis, configuration audit, and billing insight tool, was published as v0.4.3 to the official MCP registry on 2026-08-20, distri…
Endoflife-ai released eol-check, a zero-dependency GitHub Action that fails CI builds when repositories run end-of-life software, scanning runtime versions from files like .nvmrc, .python-version, and…
In June 2026, two AI agents demonstrated a machine-vs-machine supply chain attack on Snowflake: GitHub Copilot Autofix co-authored a commit that removed input sanitization from a shell block, and an a…
A non-engineer product lead used Claude Code to build an Obsidian plugin called Publora, which schedules sending notes to social accounts, and documented the pitfalls of getting it through the Obsidia…
Agenthood has deployed a daily news digest agent that automatically generates release notes using an LLM, validates them against a strict contract, and opens pull requests for human review. The pipeli…
Simon Willison's research tested smolmachines' smolvm as a sandbox for untrusted Python and JavaScript, finding that the Claude Code for web environment lacks /dev/kvm and CPU virtualization flags, so…
A developer built Infra Lang, an infrastructure-as-code DSL that compiles a single service definition into Kubernetes manifests, Docker Compose, Helm charts, Terraform HCL, and GitHub Actions workflow…
Rust Doctor, a new open-source code health scanner for Cargo workspaces, applies 62 curated rules to detect issues across security, correctness, reliability, performance, maintainability, and dependen…
A developer building CodeBots Arena, an AI vs AI code battle platform, fixed a CI bug where tests passed locally but failed in GitHub Actions due to Python's module search path. The developer updated …
Anthropic's Claude AI has seven distinct levels of use that matter for real work, from raw prompting to multi-agent orchestration, according to a developer's guide. The levels progress from basic ques…