/// INSIGHTS
INSIGHTS
Technical notes from the field.
4Articles
31Min read
01020304
8 min read
Agentic workflows: a practical implementation guide
How to build AI agents that actually work in production. Patterns, anti-patterns, and lessons from real deployments.
AI AgentsMulti-Agent SystemsLLM
7 min read
When you actually need a fractional CTO (and when you don't)
A practical guide to deciding between fractional CTO, full-time CTO, or no CTO at all. Real scenarios, real costs, real trade-offs.
Fractional CTOStartupTechnical Leadership
6 min read
RAG vs fine-tuning: when to use each (and when to use neither)
A practical guide to choosing between RAG and fine-tuning for your LLM project. Real costs, real latency, real trade-offs.
RAGLLMFine-tuning
10 min read
Multi-agent systems: when they make sense and when they don't
Not everything needs multi-agents. Here's when they work, when they're overkill, and the real latency and cost numbers nobody tells you.
AI AgentsLLMArchitecture