Guides

AI Guides for Builders

How-to content for builders, indie hackers, and AI engineers. Less theory, more shipped code.

Intermediate

Clef Decision Models: Route Support Tickets in Python

Cloudflare's open Clef models return typed probabilities, not text. Build a cheap cascade router.

12 min read·Kodetra Technologies

Today

Intermediate

Load tools just-in-time in Kimi K3's agent loop to shrink prompts and sharpen tool choice.

8 min read·Kodetra Technologies

Jul 20

Intermediate

Build cheap, cited research agents on Claude Sonnet 5 using the web search tool and dynamic filtering.

9 min read·Kodetra Technologies

Jul 3

Intermediate

Use Claude Code dynamic workflows to fan out and cross-check critical work.

9 min read·Kodetra Technologies

Jun 1

Intermediate

Anthropic shipped Dynamic Workflows on May 28. Spawn 1000 parallel subagents from one prompt.

11 min read·Kodetra Technologies

May 29

Intermediate

Run AI-generated TypeScript in JS isolates - faster startup than containers.

5 min read·Kodetra Technologies

Apr 30

Beginner

Use OpenAI's tool search to dynamically load tools at runtime, cutting token usage by 47% in large tool ecosystems.

4 min read·Kodetra Technologies

Apr 14