Sep 28, 2026 · Artificial Intelligence

How We Cut Token Costs 50% in a Multi-Agent Harness Workflow

A team reduced token costs 50–65% in a 1-TL + 6-sub-agent Harness workflow by applying three principles—load only needed context, eliminate irrelevant context, remove duplicate context—through ten techniques including progressive disclosure, code graphs, CLI over MCP, and parallel tool calls, measured via AgentLens.

AgentLensHarness workflowLLM cost reduction

0 likes · 23 min read

How We Cut Token Costs 50% in a Multi-Agent Harness Workflow

Baidu Geek Talk

Jun 10, 2026 · Artificial Intelligence

Accelerating Feature Delivery: Harness AI‑Driven Development Cuts One‑Day Work to Two Hours

The article details how a team upgraded from Vibe Coding to a Harness workflow—restructuring the codebase into a single monorepo with Git submodules, defining six specialized Sub‑Agents, implementing an Agent Handoff protocol, and automating the entire requirement‑to‑test pipeline, achieving a four‑fold speedup (one day to roughly two hours) while slashing front‑end/back‑end coordination overhead.

AI AgentsE2E testingHarness workflow

0 likes · 23 min read

Accelerating Feature Delivery: Harness AI‑Driven Development Cuts One‑Day Work to Two Hours