Autonomous agents 7 min read

**Normies uses Sage to drive autonomous agents in a persistent multiplayer world**  
Arena uses character context, persistent strategies, and structured decisions to let AI agents act independently in a shared survival game.

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Agentic pipelines 5 min read

**Quirq’s team cuts coding-agent evaluation costs by 51% with Sage**  
Quirq’s XO platform used Sage to select models, then retried unfinished work on a stronger model. Across 90 tasks, it reached similar final completion for $34.04 instead of $69.57.

**51%** Lower evaluation cost

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Gaming  
**SageCraft: Sage plays World of Warcraft from screenshots**  
An open-source harness gave a dwarf priest a decision model. 4,573 decisions later it hit level five, at under three cents per kill.

**$3.32** Sage cost, level 1 to 5

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Finance 4 min read

**PerpFlow cuts its agentic research workflow from 14 days to 12 hours with Sage**  
Claude Code delegates thousands of market classifications to Sage, keeping bulk results in files while Python tests the findings against predefined criteria.

**28×** Faster research workflow Customer-reported workflow timing and research results

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Education 3 min read

**Leap turns study requests into learning tools with Sage**  
Leap routes requests for flashcards, quizzes, and other study activities from chat into native tools, with 89.9% accuracy in its reported evaluation.

**89.9%** Tool selection accuracy Leap benchmark · 327 held-out cases, each run three times

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Gaming 3 min read

**GrowBlocks turns monster descriptions into gameplay with Sage**  
Two authoring passes. 40 monster types. GrowBlocks brings natural-language personalities into combat decisions and adaptive dungeon encounters.

**40** Monster types Inside Rogblox · reported by the project team

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Finance 2 min read

**Capacitr uses Sage to save money on market analysis**  
Six structured decisions help Capacitr filter market noise, focus research, and check its trading agent before expensive work begins.

**~44%** Lower pipeline LLM spend Projected monthly impact

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Build with Sage

## Start with _one decision._