reverse-SynthID is an open project that reverse-engineered Google Gemini's invisible watermarking via spectral analysis with 90 percent detection and a 43 dB PSNR bypass
A transcript-driven summary of a vibe coding design tutorial that converts AI-default landing pages into intentional, reference-driven product design
A compact UI polish pass on trading-agent restoring page padding, polishing signal overlay text, and fixing the Research page chart
hybrid-image-search-demo dev log 13. Ships multi-tone reactions and unique constraints, model auto-injection for person-intent prompts, angle and lens preset libraries, and a full EC2 production deploy via Terraform and Nginx.
log-blog dev log 8. Adds YouTube Shorts and Perplexity Computer detection to the URL classifier, and fixes a bug where taxonomy _index.md was written to the wrong path under multilingual mode.
A comparison of Fly.io, Heroku, and Render as small-app PaaS choices in 2026, with a decision framework for when managed platforms beat raw EC2.
popcon dev log 6. Spins up a RunPod Serverless GPU worker for rembg + SAM2, refactors backend to delegate inference to it, parallelizes per-frame GPU calls with asyncio.gather, and ships custom motion prompts with frame-candidate swap.
A close reading of the ArkNill claude-code-hidden-problem-analysis repository that documents 11 client-side bugs, proxy-captured rate limit data, and a thinking-token quota blind spot in Claude Code Max plans.
A practical comparison of RunPod Serverless and Pods for GPU inference workloads in 2026, with the break-even calculation for when bursty traffic favors Serverless and sustained loads favor Pods.
A survey of open-source background removal and image matting libraries in 2026 — BiRefNet for high-resolution segmentation, ViTMatte and MatAnyone for matting, pymatting and FBA as classical baselines.
