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Dev · adamhjk.com · Monday, 20 July 2026

Swamp Workflows Cut AI Agent Token Costs by 80% and Double Speed

By swapping a skill‑only AI agent for a deterministic "swamp workflow", the author slashed token consumption eightfold and halved execution time on a code‑review task. The method turns costly LLM calls into reusable code, making large‑scale AI tooling affordable for teams on a budget.

Read the source: adamhjk.com ↗In the 20 July issue →