Engineering Notes

Insights & Thoughts

Deep dives into system architectures, performance optimizations, and technical tutorials.

AI & Machine Learningdeep dive

From Prompts to Infrastructure: Building Trustworthy, Scalable AI Agents in the Age of A2A and Agent Sandboxes

Move beyond prompt engineering to build production-grade AI agents with A2A protocols, sandboxed execution, and infrastructure patterns that scale.

Aug 13, 202618m
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AI & Machine Learningdeep dive

Building Resilient Real-Time Systems: WebSockets, Redis, and High Availability

Explore how to build highly available and scalable real-time applications using WebSockets for communication and Redis for state management and pub/sub. This deep dive covers architecture, fault tolerance, and practical implementation patterns.

Aug 13, 202620m
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AI & Machine Learningdeep dive

Production-Ready AI Agents 2026: End-to-End Evaluation, Production Harnessing, and Competitive Advantage

Technical deep-dive into building, evaluating, and deploying production-grade AI agents in 2026, with runnable evaluation frameworks, production harness patterns, and strategies to turn agent capabilities into measurable competitive advantage.

Aug 13, 202612m
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Web Architecture & Performancedeep dive

Why You Should Stop Using pako for Browser-Side Gzip: A Deep Dive into Native CompressionStream

Explore the native CompressionStream API as a zero-dependency replacement for pako in browsers, with benchmarks, code examples, and migration guidance.

Aug 13, 202614m
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Web Architecture & Performancedeep dive

The Edge Computing Revolution: Securing and Scaling Middleware for Distributed Systems

Explore the critical aspects of securing and scaling middleware in edge computing environments, addressing challenges from latency to data integrity in distributed architectures.

Aug 12, 202618m
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Next.js & Reactdeep dive

Mastering Advanced Server-Side Caching Patterns in Next.js

Explore sophisticated server-side caching strategies in Next.js using Data Cache, Full Route Cache, and custom memoization for optimized performance and scalability.

Aug 11, 202622m
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Next.js & Reactdeep dive

Mastering Advanced Server-Side Caching Patterns in Next.js for Scalable Applications

Explore sophisticated server-side caching strategies in Next.js, leveraging React Server Components, Data Cache, and incremental static regeneration for optimal performance and scalability.

Aug 11, 202622m
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Next.js & Reactdeep dive

Building Resilient Real-Time Systems with WebSockets and Redis Pub/Sub

Explore how to architect robust, scalable real-time applications using WebSockets for persistent connections and Redis Pub/Sub for efficient, resilient message broadcasting.

Aug 11, 202625m
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AI & Machine Learningdeep dive

Building Resilient Real-Time Systems: WebSockets, Redis, and High Availability Architectures

Explore building robust, real-time systems using WebSockets for communication and Redis for state management and pub/sub, focusing on high availability and fault tolerance.

Aug 11, 202625m
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AI & Machine Learningdeep dive

From 'Vibe Coding' to Sovereign Agents: Mastering Local-First AI with Row-Bot, Hindsight, and Docker Sandboxes

Move beyond prompt-based 'vibe coding' to building robust, sovereign AI agents using local models, Docker isolation, and structured memory systems.

Aug 10, 202612m
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Cybersecuritydeep dive

The Shift to Edge-Computing: Middleware Security and Scaling

Explore how edge computing transforms middleware architecture, focusing on security challenges, scaling strategies, and performance optimization for modern distributed systems.

Aug 10, 202612m
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Next.js & Reactdeep dive

Advanced Server-Side Caching Patterns in Next.js: From Basic ISR to Granular Control

Master Next.js caching with advanced patterns like revalidation tags, cache tags, and edge caching. Move beyond basic ISR to build high-performance, data-consistent applications.

Aug 10, 202614m
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