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235 postsStudy Finds 38.9% of AI Coding Agent PRs Contain Security Smells
Large-scale study of AI coding agent PRs finds 38.9% contain security smells, with most leaked credentials introduced by human developers, not AI.
Open-Source AI Incident Commander Hits 88% on 15 Real Outages
An open-source AI incident commander CLI passed 88% of checks across 15 real outages, running locally at near-zero cost with human approval gates.
AI Agents Favor Vertical Slices Over Platform-First Architecture
Why vertical slice architecture, not horizontal platforms, is the pattern AI coding agents need to ship reliable software.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comGraphify Turns Codebases Into Knowledge Graphs, Cuts Tokens 71x
Graphify converts codebases into knowledge graphs, cutting per-query token usage by 71.5x. An open-source tool with 86k+ GitHub stars.
OIDC MFA Bypass: How One URL Parameter Skipped the Second Factor
An OIDC login flow let attackers skip MFA by editing a return URL; the fix moves enforcement from the login page to the token-issuing endpoint.
AI Uncovers 15-Year-Old Root Vulnerability in Linux Kernel
GhostLock (CVE-2026-43499): AI tool VEGA found a 15-year-old use-after-free root exploit in Linux kernel futex code. What engineers need to patch now.
17 PRs a Day, One QA: Automating E2E Failure Triage
How pdf.net automated e2e failure triage with a Claude-powered GitHub Action, letting one QA engineer keep pace with 17+ daily merges.
Merging Concurrent Agent Patches by Base Commit, Not Arrival Time
A deterministic merge protocol for concurrent AI coding agent patches, using base commit hashes, diff digests, and hunk ownership instead of arrival time.
Building an AI Website Generator for Nigerian SMBs: Architecture & Lessons
How WebDigitize generates multi-page sites for Nigerian SMBs using Next.js, FastAPI, and Claude — plus key lessons on Puck JSON schema design.
Researcher Tricks Claude Into Leaking User Secrets via Web Fetch
How a researcher exploited Claude's memory and web_fetch tool to silently exfiltrate a user's name, employer, and security answers letter by letter.