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Architecture

The fundamental structures of a software system.

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Deploying an infrastructure for a macOS app distribution for the price of a restaurant meal per month

Deploying an infrastructure for a macOS app distribution for the price of a restaurant meal per month

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7 min read
I built a region-survivable system by directing an AI agent. An append-only decision log kept it coherent.

I built a region-survivable system by directing an AI agent. An append-only decision log kept it coherent.

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4 min read
Are AI Apps Safe? What Developers Should Build Into AI Systems Before Production

Are AI Apps Safe? What Developers Should Build Into AI Systems Before Production

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9 min read
Beyond RAG: What Are Embeddings in AI? A Practical Deep Dive for AI Engineers

Beyond RAG: What Are Embeddings in AI? A Practical Deep Dive for AI Engineers

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18 min read
I Fixed LLM Formatting by Stopping the Prompt Obsession

I Fixed LLM Formatting by Stopping the Prompt Obsession

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3 min read
The Rate‑Limiter Jedi: Mastering CAP Like a Lightsaber Duel

The Rate‑Limiter Jedi: Mastering CAP Like a Lightsaber Duel

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5 min read
Invoke an execution layer for AI agents that prevents duplicate real-world actions

Invoke an execution layer for AI agents that prevents duplicate real-world actions

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1 min read
Scaling to a Billion Rows: PostgreSQL Partitioning in Laravel 🐘

Scaling to a Billion Rows: PostgreSQL Partitioning in Laravel 🐘

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3 min read
Building Persistent AI Agents: A Dev's Guide to State Management and Long-Running Workflows

Building Persistent AI Agents: A Dev's Guide to State Management and Long-Running Workflows

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3 min read
Caching in System Design - The Secret to High Performance

Caching in System Design - The Secret to High Performance

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7 min read
Indexing: The Force Awakens in My Rate Limiter Quest

Indexing: The Force Awakens in My Rate Limiter Quest

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4 min read
AI Agent Context Packet: Give Agents the Right Inputs Without Blowing the Budget

AI Agent Context Packet: Give Agents the Right Inputs Without Blowing the Budget

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9 min read
Beyond the Single Model: Why we Built an LLM Orchestrator with Consensus Engine?

Beyond the Single Model: Why we Built an LLM Orchestrator with Consensus Engine?

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1 min read
Reflection architectural pattern

Reflection architectural pattern

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1 min read
Least Privilege for AI Agents: One Identity, One Scope

Least Privilege for AI Agents: One Identity, One Scope

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5 min read
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