// OPUSJAKE · WRITING
The blog, on disk.
Practical, no-slop articles on building with AI for operators and founders. Pick a shelf, pull a disk. Free, no email, no catch.
AI in Finance: What to Automate, What to Gate, and What to Leave Alone
AI in Business 2026: Where It Actually Shows Up on the P&L
How to Build an AI Voice Agent (Latency, Turn-Taking, and Handoffs)
AI Assistant in 2026: What It Can Own and What It Can't
How to Handle LLM Rate Limits Without Making Them Worse
AI Automation in 2026: What Actually Works and What Burns Money
Human in the Loop AI Agent: How to Add Approvals That Work
AI Workflow vs AI Agent: How to Pick the Right One
AI Agent Observability: How to Debug an Agent in Production
What Are Embeddings? A Builder's Guide to Vector Search
How to Chunk Documents for RAG (Sizes, Overlap, and What Actually Works)
How to Build a Multi-Agent System (And When You Actually Need One)
How to Prevent Prompt Injection in Your AI Agent
How to Design Tools for an AI Agent (So It Actually Uses Them)
How to Reduce AI Hallucinations (7 Fixes That Actually Work)
How to Get Reliable Structured Output From an LLM (JSON, Plainly)
How to Choose an AI Model: Match the Tier to the Job
How to Give Your AI Agent Memory (Working, Short-Term, Long-Term)
How to Cut Your AI API Bill Without Hurting Quality
How to Test an AI Agent Before You Ship It (AI Evals, Plainly)
RAG vs Fine-Tuning: How to Customize Your AI Without Wasting Money
What Is an MCP Server? A Builder's Guide to Connecting AI to Your Tools
Context Engineering: How to Feed an AI Agent the Right Information
How to Write AI Prompts That Get Real Results
How to Build an AI Agent That Ships Real Work
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