LinkLoot AI review
Reviewed loot: Codebase Audit Harness Guide from Cloudflare Mythos
My take: as an audit-harness guide, this loot is useful because it turns recon, task slicing, hunter/validator agents, gapfill, dedupe, triage into a clear review workflow.
Automated AI review. Decision aid, not a safety guarantee. · 2026-05-20 20:18:10 UTC
Codebase Audit Harness Guide from Cloudflare Mythos Use this only for repositories you own or are explicitly authorized to test. The goal is defensive codebase review: better coverage, lower false positives, and a cleaner path from suspected bug to fix decision. The core lesson Do not point one generic coding agent at a large repository and ask it to find vulnerabilities. That creates shallow coverage, context loss, noisy findings, and weak triage. Instead, build a harness: a repeatable pipeline that breaks the...
Cloudflare's Project Glasswing write-up is not just about Mythos chaining exploits. The bigger lesson is how to structur…
Google Antigravity 2.0 expands from an AI coding app into an agentic development ecosystem with a standalone desktop app…
OpenClaw 2026.5.18 is a plumbing-heavy release: Grok OAuth fixes, realtime Android Talk Mode, Telegram topic delivery re…
Sign in to join the discussion and vote on comments.
Sign in