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867 postsCache invalidation: solving stale data and stampede problems
An engineering look at TTL, event-based invalidation, versioning and single-flight patterns, and how cache stampede can take down your origin in production.
Half My Traffic Was Bots: A 4-Day Layered Defense Stack
A developer discovered headless bots executing JS made up half his traffic, then built a 4-day, five-layer defense using robots.txt, ISR, Redis, and Vercel BotID.
Kernel-Level Anti-Cheat: A Growing Security Concern
Kernel-level anti-cheat drivers from Riot, EA, and Epic face scrutiny over ownership ties, data collection, and security vulnerabilities in major games.
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.comllama.garden: A Nostr-Powered Decentralized LLM Torrent Network
llama.garden distributes LLM weights via BitTorrent, using a Nostr-based catalog and Hugging Face servers as fallback seeds so downloads work even without seeders.
Kyutai'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.
From StatsD to OpenTelemetry: Scaling Metrics with vmagent
A production case study on migrating a large-scale metrics pipeline from StatsD to OpenTelemetry and Prometheus, covering OTLP gains, cardinality issues, and streaming aggregation with vmagent.
Netflix's Data Projects: Managing Data Assets at Scale
Netflix introduces Data Projects to manage millions of tables and workflows, replacing fragile per-asset ACLs and user-tied identities with durable, project-level ownership.
Netflix Explores Controllable AI Video Editing with Vera and VOID
Netflix unveils Vera and VOID, two research models enabling precise AI video editing while preserving source footage integrity and physical scene continuity.
Go Turns 16: Key Engineering Wins from 1.24 and 1.25
Go's 16th anniversary recap covers 1.24/1.25 testing, security, GC, and gopls improvements engineers should know about.