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Architecture

The fundamental structures of a software system.

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We built an LLM proxy that adds 47ms of latency. Here's every millisecond accounted for.

We built an LLM proxy that adds 47ms of latency. Here's every millisecond accounted for.

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8 min read
The Billion Dollar While Loop: Emergent Architecture in the Agentic AI Era

The Billion Dollar While Loop: Emergent Architecture in the Agentic AI Era

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7 min read
Your Knowledge, Your Model — Part 3: Determinism Is Not Accuracy

Your Knowledge, Your Model — Part 3: Determinism Is Not Accuracy

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5 min read
Your Knowledge, Your Model — Part 1: A Method for Deterministic Knowledge Externalization

Your Knowledge, Your Model — Part 1: A Method for Deterministic Knowledge Externalization

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6 min read
Why Multi-Agent Systems Are Failing (And What Google’s New Research Proves)

Why Multi-Agent Systems Are Failing (And What Google’s New Research Proves)

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1 min read
AI Agent Architecture Patterns: 6 Designs That Work in Production (2026)

AI Agent Architecture Patterns: 6 Designs That Work in Production (2026)

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9 min read
The Architecture Behind a 6,000% Throughput Improvement at Hertz

The Architecture Behind a 6,000% Throughput Improvement at Hertz

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14 min read
How an AI Agent Spent $12,000 While "Successfully" Fixing a Single Bug

How an AI Agent Spent $12,000 While "Successfully" Fixing a Single Bug

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4 min read
Why we built nested steerable tool loops for AI agents

Why we built nested steerable tool loops for AI agents

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3 min read
A Practical Project Structure for FastAPI Applications

A Practical Project Structure for FastAPI Applications

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3 min read
How AI Call Monitoring Works Under the Hood: ASR, NLP, and Automated QA Pipelines

How AI Call Monitoring Works Under the Hood: ASR, NLP, and Automated QA Pipelines

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3 min read
My AI Agent Can't Sign Up for Hacker News

My AI Agent Can't Sign Up for Hacker News

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3 min read
API Gateway and Load Balancers

API Gateway and Load Balancers

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1 min read
Why Your SaaS Needs AI-Ready Interfaces: Architecture Lessons from Three Products

Why Your SaaS Needs AI-Ready Interfaces: Architecture Lessons from Three Products

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6 min read
How to Add AI Agent Handoff Observability to a Multi-Step Workflow

How to Add AI Agent Handoff Observability to a Multi-Step Workflow

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3 min read
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