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Film making, video editing, streaming, and content creation.

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Building a Repeatable Audio-Extraction Workflow for Engineering Teams

Building a Repeatable Audio-Extraction Workflow for Engineering Teams

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7 min read
Generated Video Result Access: Record Retrieval and Download URL Responsibilities

Generated Video Result Access: Record Retrieval and Download URL Responsibilities

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7 min read
I Built Talking AI Avatar Videos for $0 — Free Colab T4 + Easy-Wav2Lip (No HeyGen, No Credit Card)

I Built Talking AI Avatar Videos for $0 — Free Colab T4 + Easy-Wav2Lip (No HeyGen, No Credit Card)

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3 min read
Frame-accurate FFmpeg trimming without re-encoding the whole file

Frame-accurate FFmpeg trimming without re-encoding the whole file

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7 min read
Build a caption QA harness in Python: WER, missed entities, timing and reading rate

Build a caption QA harness in Python: WER, missed entities, timing and reading rate

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7 min read
A Live VAST URL Is Not a Paste. The Tester and the Inspector Do Different Jobs.

A Live VAST URL Is Not a Paste. The Tester and the Inspector Do Different Jobs.

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3 min read
Build a resumable video migration worker: ledger, bounded concurrency, 429 backoff

Build a resumable video migration worker: ledger, bounded concurrency, 429 backoff

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7 min read
You can now clip video from inside your AI agent: the state of MCP for video in 2026

You can now clip video from inside your AI agent: the state of MCP for video in 2026

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5 min read
AI Video in 2026: The Expensive Part Is the Failed Shot, Not the Generate Button

AI Video in 2026: The Expensive Part Is the Failed Shot, Not the Generate Button

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5 min read
Three things that broke when I moved video compression into the browser

Three things that broke when I moved video compression into the browser

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4 min read
A practical guide to live streaming protocols, latency and scaling

A practical guide to live streaming protocols, latency and scaling

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5 min read
binquery: scene-sequence and rushes intents (local shortlist, not Premiere)

binquery: scene-sequence and rushes intents (local shortlist, not Premiere)

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2 min read
binquery: a local CLI shortlist, now also an agent skill

binquery: a local CLI shortlist, now also an agent skill

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1 min read
Building a Video Thumbnail Generator Service with Go and FFmpeg Workers

Building a Video Thumbnail Generator Service with Go and FFmpeg Workers

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12 min read
What I Learned Wiring an AI Video Model Into a Content Pipeline

What I Learned Wiring an AI Video Model Into a Content Pipeline

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3 min read
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