Toolchain Performance Matters More Than Ever in the AI Era
AI coding is increasingly an agentic loop: write code, run validation, read failures, and fix again. In that loop, test, lint, and build performance directly shape engineering throughput.
AI
11 posts
The Next Step for Admin Platforms Is CLI and Skill
A reflection on why admin and configuration platforms should stop exposing their capabilities only through pages, and start turning operations into CLI commands and agent-readable skills.
gpt-image-2 Prompt Library: Technical Diagrams, Covers, and Visuals
Tested gpt-image-2 prompts for technical diagrams, infographics, editorial covers, miniature scenes, logos, and knowledge cards, organized by use case.
gpt-image-2 Prompts for Commercial Covers and Miniature Visuals
Tested gpt-image-2 prompts for editorial covers, miniature product scenes, technology posters, concept logos, and botanical knowledge cards.
gpt-image-2 Prompts for Technical Diagrams and Infographics
Tested gpt-image-2 prompts for turning architecture notes, technical mechanisms, and Mermaid flows into readable technical diagrams and infographics.
From tinify-cli to imgasset: Turning Blog Images into a Pipeline
How a repeated blog image workflow became two reusable npm CLI tools: tinify-cli for compression and imgasset for AI generation, raw asset storage, compression, and publishing.
In the AI Era, Developers Have the Freedom to Refactor
A reflection on Bun's move toward Rust, a small SolidJS-to-Vue migration, and why technical choices in the AI era are becoming less like permanent bets and more like decisions that can be revised.
Why AI Has Higher Marginal Costs Than Internet Software
Marginal cost is the cost of serving one more unit. AI adds inference, tokens, GPU time, and tool calls to each request, changing software unit economics.
SillyTavern DeepSeek API Setup: Step-by-Step, No GPU Required
Configure the DeepSeek API in SillyTavern step by step with the built-in provider or an OpenAI-compatible connection, without a local GPU.
In the AI Era, Frontend-Backend Separation Should No Longer Be the Default
A reflection on why AI changes the cost-benefit balance of frontend-backend separation, and why product-layer full stack should become the default for many projects.
DeepSeek R1 with SillyTavern: Local Ollama Setup on Windows
A practical Windows setup for running DeepSeek R1 with Ollama and connecting SillyTavern to the local model service, covering model size, GPU requirements, API settings, and common problems.