Infrastructure for Autonomous Coding Agents
Autonomous coding agents need infrastructure for model routing, repo access, tools, tests, logs, permissions, and review.
OpenCode Models for Coding Agents
OpenCode models vary by provider, cost, context, and task fit. Compare model choices before routing real coding-agent work.
AI Agent Harness Architecture Explained
Agent harness architecture explains how models, tools, runtime, evaluation, and orchestration fit in production AI agents.
AI Video API Comparison: Speed, Cost, Reliability
AI video API comparison for builders evaluating speed, cost, reliability, queue behavior, and fallback strategy.
Ollama Terminal Tests for Hosted API Migration
Use Ollama terminal tests as a portable evaluation baseline, then replay the same cases against a hosted API and measure behavioral drift.
AI Character Consistency Workflow for Production Images
Character consistency AI workflow for builders testing reference images, identity drift, style control, and production review.
How to Fine-Tune Inkling With Tinker
Fine-tune Inkling with Tinker by planning data, LoRA adapters, sampling, evaluation, saved states, and deployment boundaries.
Nano Banana 2 to Gemini Omni Flash Pipeline
Nano Banana 2 pipeline guide for teams turning reference images into video workflows with Gemini Omni Flash, Flow, or other video models.
Krea 2 ComfyUI Workflow: RAW, Turbo, LoRA
Krea 2 ComfyUI workflow guide for Raw, Turbo, LoRA files, FP8 variants, GGUF options, and reproducible image pipelines.
Seedream 5.0, FLUX, and ComfyUI Workflows
Seedream 5.0 workflow guide for builders choosing image models, ComfyUI, FLUX, upscalers, and routing patterns.
Seedream 5.0 Pro to Magnific: ComfyUI Handoff
Seedream 5.0 Pro workflow for handing edited assets to Magnific and controlled ComfyUI enhancement stages.
GLM-5.2 Open Weights vs Hosted API: Deployment Tradeoffs
GLM-5.2 ships MIT open weights and hosted access. A builder's guide to deployment tradeoffs, cost, and control.