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100 postsKyutai's Pocket TTS Clones Voices in 5 Seconds, on CPU, Under MIT
Kyutai's Pocket TTS delivers zero-shot voice cloning from a 5-second sample on CPU. See how it stacks up against Kokoro, Supertonic, and Inflect-Nano in a detailed benchmark.
Why price per 1M tokens is a misleading AI metric
Comparing AI models by price per 1M tokens can mislead teams. Tokenizer differences and chain-of-thought efficiency matter far more than the sticker price per token.
Change proposals in FHIR: human review for AI-driven writes
Letting AI agents write directly to FHIR is risky. This pattern turns mutations into reviewable Bundle proposals, keeping a human in the loop before anything executes.
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.comFender: a Docker socket proxy that removes Docker Hub lock-in
Fender sits between the Docker CLI and daemon, transparently rewriting image references to your chosen registries—no Dockerfile or CI script changes required.
Bad Epoll Flaw Grants Root Access on Linux and Android
CVE-2026-46242, dubbed Bad Epoll, lets unprivileged local users gain root via a race-condition bug in the Linux kernel's epoll subsystem; a patch is already out.
Testing Distributed Systems with AI Coding Agents
Two SKILL.md based agent skills generate claim-driven test plans and verdict reports for distributed systems, working with Claude Code, Codex, and more.
Deployment Status Is Actually a Distributed Systems Problem
Drawing on Guara Cloud's build experience, this piece explains why 'pending' labels fail and how deployment status must be modeled as evidence-based distributed state.
Rings rebuilds distributed system correctness with algebraic structures
Rings unifies cryptography, CRDT-based storage and Chord topology under group, ring and module algebra, aiming for a provably correct distributed system.
LLM agents are breaking 20-year-old web architecture
Stateful LLM agents are exposing cracks in the stateless-server-plus-database web architecture. The missing piece: a routing primitive that can address running processes directly.
Samsung Moves to Real-Time Pricing with AWS Lambda Streaming
Samsung eliminated hour-long price desync caused by legacy caching using AWS Lambda Response Streaming and CloudFront. A look at the architecture and engineering rationale.