Patterns
Parallelization Pattern in Python: Fan-Out LLM Calls (2026)
Run independent LLM calls at the same time in Python with asyncio.gather, cap them with a Semaphore, and survive 429 rate limits with backoff. Runnable code.
6 min read112
Tag
#agentic workflow
5 posts tagged.
Patterns
Orchestrator-Workers Pattern in Python: A Claude Tutorial (2026)
Build the orchestrator-workers agent pattern in Python with Claude: a planner that decides subtasks at runtime, parallel workers, and a synthesizer. Runnable code, July 2026.
6 min read119
Patterns
Agentic Workflow Routing: Build an LLM Router in Python (2026)
A code-first routing tutorial: build a runnable LLM router in Python with the Claude API, add a deterministic fallback, and route by difficulty to cut cost.
5 min read91
Patterns
Prompt Chaining in Python: A Runnable Claude Tutorial (2026)
A code-first prompt chaining tutorial: build a gated Python pipeline with the Claude API, add pure-Python and LLM gates, and fail fast before wasting tokens.
7 min read106
Patterns
Agentic Workflow Patterns in Python (2026)
Five reusable agentic workflow patterns, built from scratch in Python with runnable code and a start-simple rule.
5 min read119