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Deep technical content on agentic AI systems, LLM cost optimization, Commander Architecture, and production SaaS engineering — from 18+ years of building.

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AI Engineering

AI-First Full Stack: When Every Layer Learns

Exploring the AI-First Full Stack model where every application layer (from client to database) incorporates learning algorithms.

12 min·10 Feb 2025
AI Engineering

AI-First Full Stack: When Every Layer Learns

Exploring the AI-First Full Stack model where every application layer (from client to database) incorporates learning algorithms.

12 min·10 Feb 2025
performance

Intelligent Caching with Predictive Edge Logic

Exploring predictive caching on edge nodes to anticipate user requests before they happen.

6 min·14 Nov 2023
performance

Intelligent Caching with Predictive Edge Logic

Exploring predictive caching on edge nodes to anticipate user requests before they happen.

6 min·14 Nov 2023
developmentarchitecture

Go 1.10: Incremental Compiler Caching and Test Run Optimizations

Analyzing the Go 1.10 release in February 2018, focusing on automated compiler caching, test execution optimizations, and toolchain speeds.

10 min·27 Feb 2018
web performancearchitecture

HTTP/2 Server Push: Evaluating Real-World Performance and TCP Head-of-Line Bottlenecks

Analyzing the adoption of HTTP/2 Server Push in 2017. We study browser cache validation, push overhead, and TCP bottlenecks.

10 min·8 Jan 2017
frontend architectureapis

Apollo Client for GraphQL: Standardizing UI Caching and Query Normalization

Analyzing the adoption of Apollo Client in mid-2016. We study normalized caches, local client stores, and React state integration.

10 min·6 Apr 2016
developmentsaas engineering

PHP 7.0 Previews: Memory Allocations and the Zend Engine 3 Redesign

Exploring the announced optimizations in the Zend Engine 3 for PHP 7.0, detailing hash table memory reductions and execution speeds.

10 min·20 Sept 2015
web performancearchitecture

HTTP/2 Standard Approval: The End of Domain Sharding and Sprite Optimization

Exploring the formal approval of HTTP/2 in January 2015. We detail the mechanics of multiplexed TCP streams and the death of legacy front-end hacks.

10 min·29 Jan 2015
saas engineeringdevelopmentweb performance

Ruby on Rails 4.0: Declarative Caching and Turbolinks Performance

Analyzing the features introduced in the Rails 4.0 release previews, focusing on Russian Doll caching and Turbolinks execution models.

10 min·25 Jan 2013
data engineeringsaas engineering

Redis 2.6: Lua Scripting, Server-Side Scripts, and Commands

Exploring the release of Redis 2.6 in late 2012, detailing server-side Lua scripting, transaction security, and cache performance.

10 min·2 Sept 2012
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