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Architecture

The fundamental structures of a software system.

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Crows, Moths, and Makefiles: How 300 Megabytes of Crow DNA Explains Why a 20-Kilobyte Scar File Outsmarts a Terabyte LLM

Comments debate bare-metal local inference

Crows, Moths, and Makefiles: How 300 Megabytes of Crow DNA Explains Why a 20-Kilobyte Scar File Outsmarts a Terabyte LLM

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13 min read
Claude Agent SDK vs rolling your own tool loop: which one for your product?

Claude Agent SDK vs rolling your own tool loop: which one for your product?

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9 min read
Never call Kafka inside a payment transaction (the transactional outbox pattern)

Never call Kafka inside a payment transaction (the transactional outbox pattern)

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4 min read
Why a Lease Is Not Enough to Stop Duplicate Scheduled Jobs

Why a Lease Is Not Enough to Stop Duplicate Scheduled Jobs

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4 min read
You can read system design for six months and still freeze in the room

You can read system design for six months and still freeze in the room

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5 min read
The Missing Engineering Skills AI Product Managers Are Desperate to Hire (and Will Pay a Premium For)

The Missing Engineering Skills AI Product Managers Are Desperate to Hire (and Will Pay a Premium For)

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5 min read
Tri-Hybrid Architecture Deep Dive: Liquid AI's LFM3-1.7B, Sub-Millisecond Convolutions, and 256K Context on Edge Silicon

Tri-Hybrid Architecture Deep Dive: Liquid AI's LFM3-1.7B, Sub-Millisecond Convolutions, and 256K Context on Edge Silicon

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7 min read
Angular Components Are Doing Too Much: How Much Logic Is Too Much?

Angular Components Are Doing Too Much: How Much Logic Is Too Much?

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8 min read
State and Events in Dapr: Following an Order from Start to Finish

State and Events in Dapr: Following an Order from Start to Finish

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3 min read
Shopify's Reflex Makes Mobile App Logic Testable by AI Agents

Shopify's Reflex Makes Mobile App Logic Testable by AI Agents

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4 min read
Why Celery Workers Spawn Zombie Tasks on Hard Termination: The Mechanics of Timeout Propagation

Why Celery Workers Spawn Zombie Tasks on Hard Termination: The Mechanics of Timeout Propagation

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6 min read
"Receipts, Not Vibes: Why Agent Memory Needs Provenance"

"Receipts, Not Vibes: Why Agent Memory Needs Provenance"

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4 min read
Your On-Call Agent Needs Hindsight, Not a Bigger Model

Your On-Call Agent Needs Hindsight, Not a Bigger Model

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6 min read
Prompt Engineering Frameworks: The Practitioner's Handbook

Prompt Engineering Frameworks: The Practitioner's Handbook

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4 min read
Building Subscriptions Without Storing a Single Card Number

Building Subscriptions Without Storing a Single Card Number

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3 min read
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