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.
trading-agent dev log 11. Builds the settings page (trading config, risk, factor weights, scheduler), adds a command palette, removes legacy CSS in favor of shadcn/ui + Tailwind, and polishes dark mode.
How to set up Hugo multilingual content routing with per-language cover images and automated translation publishing via a Python CLI
Designing and building a hook-based system that automates Claude Code's repetitive permission prompts. Preset-driven configs, learning from manual approvals, and safety-first deny lists.
