Knowledge Base

Reducing AI Inference Spend by 64% with Predictive Cost Pacing and Atomic Budget Reservation in Go and TypeScript

Current Situation Analysis When we migrated our enterprise analytics platform to an AI-first architecture in Q1 2024, our inference costs scaled linearly with usage. This seemed acceptable until we hit three critical failure modes that threatened margin viability: 1.

test_agent.py

A production-grade embedded system enabling communication across speech, text, Morse, and haptic sig

What Is This Project?

If you're building AI agents that trade, they need market signals. But most data APIs require human

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API Response Pagination Patterns: Architecture, Implementation, and Production Trade-offs

# API Response Pagination Patterns: Architecture, Implementation, and Production Trade-offs ## Current Situation Analysis Pagination is the mechanism by which servers deliver large datasets in managea

Contributing to Claude Cookbooks

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Environment Configuration for Production Auth Architecture

## Current Situation Analysis Authentication architecture is routinely treated as a solved commodity, yet it remains the primary attack surface for backend systems. The industry pain point is not the

I like auto-updates in theory.

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