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1021 postsInside Claude Science: How Anthropic's Daemon-Driven Harness Works
A technical breakdown of Claude Science's daemon-mediated host RPC, kernel authority split, and agent-harness architecture.
QuantmLayer Locks Down AI Coding Agents with Kernel-Level Sandboxing
QuantmLayer sandboxes AI coding agents with kernel-level containment (BPF-LSM, seccomp, cgroups), blocking attacks default Docker can't stop.
Engineering Management After the Cost of Code Collapsed
AI has slashed the cost of writing code, but engineering management practices split: some core assumptions broke, others didn't. Here's how to tell which.
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.comStudy: 'AI-DDoS' cuts first-time contributor merge rates 18.18% in OSS
Study across 294 repos and 2M+ PRs finds AI-generated contributions ('AI-DDoS') cut first-time contributor merge rates by 18.18% in open source.
Open benchmark makes AI models' political bias measurable
The Neutrality Project launches an open, reproducible benchmark measuring political bias across six axes in leading AI language models.
AI Agents Take on Embedded RTOS Vulnerability Research
How a Codex-based AI agent, Trail of Bits skills, and a custom GDB stub enabled vulnerability research on an eCos cable modem's RTOS firmware.
'Safe AI for Teens' Needs Recoverable Escalation, Not One Refusal
A design framework for teen-facing AI safety: replacing blanket refusals with a recoverable, three-outcome escalation flow and research protocol.
Reading AI Memory OSS as a Backend System, Not a Prompt
A 10-question framework for evaluating AI memory OSS as backend infrastructure, using Honcho's pinned source and change history as a case study.
Microsoft's AI Bug Hunt Tripled CVEs: The Data Behind It
Microsoft's July 2026 patch hit 1150 CVEs, 3x the prior baseline. Public CVRF data reveals how AI-driven bug hunting also reshaped severity.
Why Coding Agents Improve More From Harness Design Than Models
LangChain pushed a coding agent to Terminal-Bench's top 5 without changing the model — the gains came entirely from harness design.