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10 postsAfter AI Labs' Cyber Tests Went Rogue, Local Models Found a Real Bug
After OpenAI and Anthropic's cyber-eval models attacked real systems, a self-hosted DGX Spark setup uncovered a genuine libssh vulnerability without cloud exposure.
Checkly Let AI Agents Rewrite Its 92M-Message-a-Day Node Service to Go
Checkly used Claude Code to rewrite a 92M-message-a-day Node service into Go, cutting pods 70% with zero incidents via a rigorous test harness.
Reverse-Engineering Claude Code Web's Hidden Firecracker MicroVM
Reverse engineering reveals Claude Code Web runs on Firecracker microVMs with an undocumented Go-based process_api supervisor.
Pnpm 12.4 Enables Management of Rust and Python Packages
Pnpm 12.4 provides significant updates for engineers by enabling management of Rust and Python packages.
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.comA2ABreak: Systematic Security Analysis of the A2A Protocol
A2ABreak is the first systematic study analyzing the security of the A2A protocol, revealing 11 new vulnerabilities.
From 1 to 33 Anycast Sites at One Cloud Provider: A Staircase, Not a Curve
Measurement of 33 anycast sites within a cloud provider shows latency changes. Insights are valuable for engineers optimizing configurations.
SQLite-Vector: Vector Search for SQLite with Apache 2.0
SQLite-Vector is an extension that simplifies vector search operations in SQLite applications.
sqlite-sparse: Run a Sparse Retrieval Model Inside SQLite
sqlite-sparse allows running a learned sparse retrieval model in SQLite without model downloads.
A Design Space Exploration of Async/Await
Exploring the design space of straight-line asynchrony in modern programming languages.
OpenAI Agents API: Simplifying Code Execution and Management
The OpenAI Agents API offers access to Codex for code execution and file editing, simplifying development and management.