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45 postsJulia Introduces UnifiedIR to Merge Parser, Lowering and Optimizer IRs
Julia's compiler team unifies parsing, lowering and optimization under one IR, UnifiedIR, with a shared kind registry and source provenance tracking.
NetNut takedown data: 28% of seized IPs still live on Bright Data
Layer3 Intel measured the NetNut proxy takedown: most IPs reappeared elsewhere, and 28% remained reachable via Bright Data alone.
A CRM That Changes Its Schema via Typed Tools, Not LLM-Written SQL
A Show HN CRM lets users edit database schemas via chat using typed tools instead of LLM-generated SQL, with dual validation and safe undo.
Report Alleges Unisoc/Longcheer Supply Chain Compromise via System Apps
A forensic report claims signed system apps on Unisoc/Longcheer devices enable covert C2 tunnels and anti-forensic kernel panic attacks.
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.comSubrust: a no_std, alloc-free interpreter for a Rust subset
Subrust is a zero-dependency, no_std/no-alloc interpreter for a Rust subset that guarantees rustc-identical behavior and bootstraps from a 229-byte seed.
Study: '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.
MemoryPack: zero-encoding, extreme-performance C# binary serializer
MemoryPack is a zero-encoding .NET 7/C# 11 binary serializer that benchmarks 2-200x faster than existing C# serialization libraries.
Retry is not a loop, it's a data structure
Why treating retries as simple loops instead of data structures silently corrupts ordering, causes duplicates, and breaks distributed system histories.