A developer analyzed 70 past DEV challenges and 542 winning submissions to create a data-driven playbook for the DEV Summer Bug Smash. Key patterns include entering both tracks, targeting Sentry-tagge…
A developer built a three-stage pipeline that auto-disables unused MCP plugins on a weekly schedule to prevent them from silently consuming context tokens in Claude Code. The system detects plugins en…
Dukaan Digital has built a prototype that lets kirana store owners digitize their inventory by taking a photo of a wholesale invoice or shelf, using a vision model to extract items and generate an OND…
A developer argues that AI agents must never be allowed to choose their own acting subject, as tool arguments generated by a model are untrusted and cannot establish identity or delegation. The post o…
A developer shows how to build a registration bot using Claude Code and Playwright that automates email verification by creating a temporary inbox for each run, eliminating the manual 'check your emai…
GitHub announced agentic autofix for code scanning alerts in public preview on July 10, 2026. A developer proposed an evaluation framework with failure classes and reliability gates to measure autofix…
GitHub announced on July 14, 2026 that security reviews are now available in the GitHub Copilot app. A proposed research protocol outlines how to evaluate whether reviewers using the tool can build ev…
GitHub announced on July 8, 2026 that GitHub Mobile can initiate a Copilot cloud-agent workflow to fix pull-request merge conflicts. The company recommends a bounded instruction model over a simple ta…
GitHub announced on July 14, 2026 that Copilot for JetBrains expanded bring-your-own-key capabilities. A proposed accessibility test plan outlines how keyboard and screen-reader users should interact …
A developer created a beginner project for schema validation using GitHub's new Issue Fields feature, which became generally available on July 2, 2026. The project demonstrates how to validate structu…
GitHub announced on July 2, 2026 that Copilot CLI no longer requires a personal access token when running in GitHub Actions. A developer provided a migration template for removing the PAT injection fr…
GitHub announced on July 10, 2026 that CodeQL 2.26.0 adds AI prompt-injection detection. A developer provides implementation templates for building a regression fixture to test the query, emphasizing …
An AI-generated GPU kernel ran 18.71× faster than an optimized PyTorch baseline, with Fable 5 outperforming other models like Claude Opus 4.8 and GPT-5.5. The achievement raises questions about code r…
Tanso open-sourced Tanso Core, a self-hosted monetization engine for B2B AI products that combines usage metering, prepaid credits, entitlements, and Stripe billing in one Spring Boot service. The eng…
A developer building a banking AI chatbot spent three weeks fixing PDF extraction after discovering that naive extractors mangle loan policy documents, turning tables into meaningless text. The team s…
A third-party repository inspired by Andrej Karpathy's observations about AI coding failures has amassed over 189,000 GitHub stars. The project, created by Jiayuan Zhang under the account multica-ai, …
Matt Pocock, a TypeScript educator, open-sourced his personal .claude directory as the repo mattpocock/skills, which has amassed over 160,000 GitHub stars. The repository contains around 36 Claude Cod…
Addy Osmani, a Google web engineer, released agent-skills, a repository packaging 24 production-grade engineering skills for AI coding agents that cover the full lifecycle from spec to ship. The repo …
Atlassian shipped four AI-powered features for Jira that collapse the handoff from ticket to spec to pull request into a single loop. The suite includes a coding-agent handoff, a built-in Jira Coding …
Cloudflare Workers AI enables static sites to add an LLM like Llama 3.3 70B without a backend or API keys, using a two-line binding in wrangler.toml. A developer integrated it into a PRD consulting la…