GitHub shipped agentic autofix in public preview on July 14, 2026, upgrading Copilot Autofix from a one-shot suggestion to a full agent loop that explores the codebase, generates a fix, reruns CodeQL …
A developer explains that a public security scanner for vibe-coded applications can check deployed surfaces for misconfigurations, exposed secrets, and missing headers, but cannot assess authenticated…
AgentLens, a new open-source benchmark for interactive code agents, evaluates not just task completion but also instruction-following, verification, and error recovery by blending formal verification …
A large-scale study of 15,000 prompts across 12 configurations found that LLM agents hallucinate skill names at rates averaging 36.0% for standalone LLMs and 36.9% for agents, rising to 43.1% on real-…
A developer has launched Workaround, a tool that lets users review and clean up their GitHub starred repositories by connecting their GitHub account. The tool displays starred repos with metadata such…
Researchers propose CARE-LoRA, a compressed activation reconstruction framework that reduces memory usage during LoRA fine-tuning of large pre-trained models by replacing full input activations with l…
A developer built ai-incident-commander, a CLI tool that automates incident documentation using a local LLM, after experiencing the chaos of being an incident commander. Testing against 15 real outage…
Harness Engineering built a fully automated coding loop inside OpenCode using DeepSeek-V4-Pro and DeepSeek-V4-Flash, enabling low-cost agentic code iteration. The loop, inspired by Andrew Ng's breakdo…
An AI developer tested Graphify, an open-source tool with 86k+ GitHub stars that converts codebases into knowledge graphs. On a 4-file project, it extracted 15 nodes, 3 communities, and 17 relationshi…
Pedro Sordo Martínez released memlineage v0.1.0, a two-layer defense against memory poisoning in LLM agents. The defense combines cryptographic provenance and behavioral detection, achieving a 0.000 A…
Vehir Platform, an experimental AI-native computing environment designed for agent–computer interaction, has been released on GitHub. The platform rethinks the entire software stack around machine rea…
A new open-source tool called mcp-trustcard scans Model Context Protocol (MCP) servers and assigns a public trust score out of 100, probing installability, protocol handshake, tool schema validity, de…
Bunny is open-sourcing a multiplayer AI development platform for Discord that turns a VM or Docker container into a shared workspace with collaborative shells, live previews, and chat-native workflows…
Microsoft's June 2026 update for GitHub Copilot in Visual Studio introduces usage tracking with real-time alerts, trust validation for MCP servers, and general availability of the modernization agent …
A security researcher using Hacktron's pentest tool discovered that PostHog launched Playwright Chromium with `--no-sandbox` for heatmap screenshots, then used Anthropic's Claude to write an exploit f…
OpenAI has begun encrypting subagent prompts in its MultiAgentV2 system, removing the readable task audit trail and sparking concerns about accountability and security, according to a GitHub issue. Th…
GitHub has expanded bring-your-own-key (BYOK) support in Copilot for JetBrains IDEs, enabling users to configure OpenAI-compatible custom endpoints with API keys for their own models. The update also …
A developer built an 8-stage pipeline that automatically scans GitHub for promising AI repositories, extracts reusable workflows, converts them into Agent Skills, and opens a pull request for human ap…
Developers are increasingly turning to Buildkite for CI/CD as GitHub struggles with exponential growth in pull requests and automation driven by AI coding agents. Buildkite, used by Airbnb, PagerDuty,…
Simon Willison created a custom Codex pet named Pedalican, a pelican riding a bicycle, using OpenAI's GPT-5.6 Sol xhigh and gpt-image-2 to generate sprite assets. The project is open source on GitHub,…