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17 postsModelMRI: A Local Debugger for Peering Inside LLMs, VLMs and Robot Policies
ModelMRI is a local, open-source tool for inspecting attention, activation patching and concepts inside LLMs, VLMs and robot policies.
Diagnosing Slow Postgres Queries: Planning Time vs Execution Time
Learn to read EXPLAIN ANALYZE buffer stats to tell if a slow Postgres query needs partition/plan fixes or memory/storage fixes.
A 24-Test Readiness Checklist for Deploying AI Agents Safely
A 24-test, six-gate framework for verifying AI agents are safe for production, covering identity, tool safety, isolation, and observability.
CacheTracer Exposes Hidden Dependencies in LLM API Reseller Chains
CacheTracer uses prefix-cache side channels to reveal hidden dependencies among LLM API resellers, finding shared cache reach in 37% of tested pairs.
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.comCoSnitch: When Your AI Assistant Becomes Its Own Whistleblower
The CoSnitch vulnerability in Microsoft Copilot reveals the risks of AI assistants in data exfiltration.
Hardening FreeBSD 15.1 for Maximum Security
Techniques and recommendations for maximizing security on FreeBSD 15.1.
Restore LLM Inference Capacity Quickly with Shadow Engine Recovery in NVIDIA Dynamo
NVIDIA Dynamo's shadow engine recovery allows rapid restoration of LLM processes after failures.
Darkbloom: AI Inference on Macs and Security Audit Results
Darkbloom enables AI inference on Macs. Discover the results of the recent security audit and findings.
Running Multiple Linux Kernels Simultaneously on Bare Metal
Mklinux v7.0-mk2 enables running multiple Linux kernels simultaneously on bare metal.
Migrating Temporal Cloud's Billing Store to ClickHouse
Temporal Cloud migrated its billing store to ClickHouse, reducing costs by 70%. Learn about the migration process and validation methods.