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streaming
21 postsNetflix's Data Canary: Validating Catalog Metadata at Scale
After an outage caused by corrupted data rather than code, Netflix built a production-traffic data canary system that detects catalog issues within 10 minutes.
Debezium vs Managed CDC: How to Actually Decide Build or Buy
The real CDC decision isn't log capture but who owns the operational surface around it. A practical framework for choosing between Debezium and managed CDC platforms.
SIMURG: Real-Time Guard Stops LLM Decoding Corruption Mid-Stream
SIMURG is a numpy-only real-time monitor that detects and aborts LLM decoding corruption mid-stream, with zero training and conformal calibration.
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.comBrookmd: a Rust-powered streaming Markdown renderer for every platform
Brookmd is an open-source Rust core for streaming Markdown rendering across web, React Native, Swift, and Kotlin with a shared JSON wire format.
Netflix's Real-Time Service Topology: Architecture and Lessons Learned
How Netflix built a real-time service topology system using streaming architecture, backpressure, and a three-stage aggregation pipeline.
Catching the Zero-Token Billing Bug in AI Streaming Responses
stream_billing_gate.py offline tool detects when AI streaming responses deliver full text but the usage frame is lost, leaving billing at zero tokens.
How an Invisible DRM Video Tag Broke a Chrome Extension
A developer discovered his Chrome extension was accidentally speeding up a hidden 1x1 pixel DRM heartbeat video on Disney+ and Max, triggering server-side session revocation and playback crashes.
Satd: Bitcoin Streaming Consumption API
Satd's Bitcoin Streaming Consumption API offers real-time event streaming for wallets and exchanges, addressing key gaps in node consumption.
Doubletake – AirPlay/TV Screen Mirroring Sender for Linux
Doubletake allows screen mirroring to Apple TV from Linux using AirPlay 2.
Building Service Topology at Scale: Architecture and Challenges
Explore the architectural challenges and lessons learned in building Netflix's real-time service dependency map.