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Architecture

The fundamental structures of a software system.

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One Project Ate the Shared Free Tier: A Per-Project Quota Pattern for LLM Gateways

One Project Ate the Shared Free Tier: A Per-Project Quota Pattern for LLM Gateways

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4 min read
OWASP Top 10: A05 & A06 — Injection and Insecure Design

OWASP Top 10: A05 & A06 — Injection and Insecure Design

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1 min read
Bad acceptance criteria ship as bugs

Bad acceptance criteria ship as bugs

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6 min read
Free Model Access and Free Hosting: A Decision Guide for Agent Workloads

Free Model Access and Free Hosting: A Decision Guide for Agent Workloads

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3 min read
A Quota-Aware Proxy for Free AI Endpoints: Treating Limits as a Budget, Not a Wall

A Quota-Aware Proxy for Free AI Endpoints: Treating Limits as a Budget, Not a Wall

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3 min read
Down Is Kind, Slow Is Fatal: Circuit Breakers and the Three Links Around Them

Readers share haunting outage stories

Down Is Kind, Slow Is Fatal: Circuit Breakers and the Three Links Around Them

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18 min read
A Runaway Prompt Is a Tenant: Fair Scheduling on a Shared Free Endpoint

A Runaway Prompt Is a Tenant: Fair Scheduling on a Shared Free Endpoint

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4 min read
AWS AgentCore Cloud Migration: Multi-Agent Orchestration for Infrastructure-as-Code Generation

AWS AgentCore Cloud Migration: Multi-Agent Orchestration for Infrastructure-as-Code Generation

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6 min read
Building a 3D CAD Application: The Geometry Layer Explained

Building a 3D CAD Application: The Geometry Layer Explained

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3 min read
Your Reads Should Not Design Your Writes

Your Reads Should Not Design Your Writes

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11 min read
Beyond Vibe Coding: A Quick Field Guide to Agentic Engineering

Beyond Vibe Coding: A Quick Field Guide to Agentic Engineering

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2 min read
The Nuts and Bolts of Voice AI Agents

The Nuts and Bolts of Voice AI Agents

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10 min read
Graphs in AI Engineering Have Solved Three Problems. The Fourth Is the Plan.

Graphs in AI Engineering Have Solved Three Problems. The Fourth Is the Plan.

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24 min read
I Made Stefan Minchev Defend Every Decision in Our Playwright Framework

I Made Stefan Minchev Defend Every Decision in Our Playwright Framework

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4 min read
Multi-Everything Agent Infrastructure: How AWS Teams Avoid Lock-In While Running Dozens of Agentic Systems

Multi-Everything Agent Infrastructure: How AWS Teams Avoid Lock-In While Running Dozens of Agentic Systems

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5 min read
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