Microsoft engineer Stephen Toub opened nine pull requests from his phone at 35,000 feet on January 6, 2026, and seven merged, illustrating how coding agents let one person saturate a team's review cap…
Developer Thomas Tartrau built MCP RTK, an open-source Rust proxy that sits between Claude Code and MCP servers to filter tool responses before they reach the model's context. Across more than 38,000 …
A DevToolHub roundup identifies the best MCP servers to deploy in 2026, one per category, now that the finalized 2026-07-28 spec makes OAuth 2.1 mandatory for all remote MCP servers. The guide highlig…
Sentry's AI security research team, led by Armend Gashi and Redon Gashi, presented at DEF CON 34 a new tool called infreerence that demonstrates how adversaries exploit exposed self-hosted inference s…
A developer detailed a production-ready n8n workflow for triaging AI agent errors, which deduplicates alerts, classifies failures into five categories using Google Gemini, and posts severity-scored re…
A new report highlights that advanced AI debugging assistants are significantly improving software development efficiency, with top-tier tools resolving 41% of production bugs within 24 hours compared…
Meta Platforms Ireland's AI training crawler, meta-externalagent/1.1, overloaded the D1 database of Usero, a feedback tool built on Cloudflare Workers, causing 4,227 D1_ERROR events over 14 days and c…
An engineer at a financial technology company describes how LLM agents have automated nearly the entire software development lifecycle, from triaging errors and writing code to QA and deployment, leav…
Developer Mohamed Saleh has released an open-source AI testing suite designed to stop large language models from rubber-stamping code reviews. The suite forces AI agents through strict phase gates, re…
A developer detailed a tenant-aware error capture setup for NestJS backends, covering HTTP filters, cron jobs, and queue workers. The approach stamps tenant and experiment cohort onto events before th…
Substructure AI released Subs, a pre-1.0 cloud-native agent harness that runs an unprivileged agent loop with no system access, using MCP servers for tools and supporting local or client-server operat…
Opslane, an open-source LLM agent, uses session recordings and MCP integration to identify and fix bugs that generate no error logs, such as erratic dropdown behavior in onboarding flows. The tool, de…
A Server-Side Request Forgery (SSRF) vulnerability in the ddfourtwo/sentry-selfhosted-mcp repository's raw_sentry_api component, tracked as CVE-2026-81421 with a CVSS score of 7.3 (researchers suggest…
Abhishek launched Opslane, an open-source agent that combines error tracking and session recording to identify user-facing issues and automatically create pull requests only when it can verify a fix. …
Tenet Security researchers demonstrated at DEF CON 34 a new attack called 'Ghostjacking' that tricks AI coding agents into proposing DNS changes by planting malicious instructions in error logs, achie…
Warp launched Warp Factories on August 18, a cloud infrastructure platform for deploying autonomous AI software pipelines that automate triage, specification, coding, review, and verification. The com…
A developer's incident agent falsely reported a Fivetran pipeline as 'Healthy' after a live check failed, causing the app to fall back to cached evidence that still indicated a healthy state. The fals…
A developer spent one day fixing three real open source bugs, each with a test that fails before the change and passes after. The first fix addressed a bug in OpenClaw, a TypeScript-based personal AI …
A developer experimenting with a Tokyo public transit MCP server found that adding a SKILL.md guidance layer does not automatically improve agent performance. Across six evaluations, the skill layer h…
A developer building an AI agent harness discovered a bug with two layers: a libuv teardown race in Node.js on Windows that caused crashes despite green assertions, and a hidden verdict-flipping bug i…