blog (39)
- intermediate recent 17 Aug 2026 · 8 minPgBouncer scaling: Real load tradeoffs and lessons learned
I detail my journey scaling PgBouncer for massive throughput, sharing the critical strategies, optimizations, and hard-won lessons that truly made a difference under extreme load.
- intermediate recent 17 Aug 2026 · 8 minX11 vs Wayland: Linux Input Latency Under VRR & DXVK
My quest to conquer input latency on Linux reveals Wayland's significant advantages over X11, especially when paired with VRR and DXVK, challenging conventional wisdom.
- intermediate recent 16 Aug 2026 · 8 minKernel Development: LLMs, Torvalds, and the Cost of Automation
I examine the contentious role of LLMs in kernel development, dissecting Linus Torvalds' skepticism and the real-world tradeoffs for core system integrity and future innovation.
- intermediate recent 15 Aug 2026 · 8 minAbstraction Layers: The Unseen Costs of UI Simplicity
I explore the intricate layers of abstraction from hardware to UI, revealing how perceived simplicity often masks profound complexity and significant engineering tradeoffs.
- intermediate 12 Aug 2026 · 8 minCoding Agents: Bridging Legacy to New Apps
Modern coding agents can bridge the gap between legacy systems and new applications, streamlining development and accelerating modernization efforts across diverse tech stacks.
- intermediate 11 Aug 2026 · 8 minBonsai 27B: Mobile's LLM Edge, Not Cloud
Running large language models like Bonsai 27B directly on mobile devices demands innovative hardware and software optimizations, fundamentally challenging traditional cloud-centric AI paradigms.
- intermediate 11 Aug 2026 · 8 minJurassic Park's Computers: How Real Tech Broke the Fantasy
Jurassic Park's computers captivated me, but a deep dive into SGI machines and their groundbreaking UNIX systems revealed the blend of Hollywood fantasy and real-world tech limitations.
- intermediate 9 Aug 2026 · 8 minBranchless Binary Search: 6x Performance Gains Explained
I optimized binary search to achieve 6x speedups, exploring how branchless code, cache awareness, and compiler tricks transform a fundamental algorithm into a performance powerhouse.
- intermediate 8 Aug 2026 · 8 minRust to Zig: Performance Gains and Hidden Costs
I detail the engineering journey of porting a significant Rust codebase to Zig, uncovering true performance benefits, unexpected challenges, and critical lessons learned.
- intermediate 6 Aug 2026 · 8 minRISCBoy: My RISC-V Console Design Tradeoffs
I detail my engineering journey building RISCBoy, an open-source RISC-V portable console, highlighting critical design choices and the real-world compromises from concept to playable hardware.
- intermediate 23 Jul 2026 · 9 minSIMD Collision: The Performance Boost I Underestimated
I detail how SIMD instructions fundamentally transform collision detection, sharing my journey through implementation hurdles, critical performance tradeoffs, and the undeniable performance gains.
- intermediate 13 Jul 2026 · 9 minBeyond the Tap: My Journey Through UPI's Technical Underbelly
I once believed UPI was simple; peeling back its layers reveals an intricate, distributed system balancing speed, security, and immense scale, showcasing profound engineering tradeoffs.
- intermediate 29 Jun 2026 · 10 minOpen-Weight LLMs Redefine Enterprise AI Choices
Open-weight LLMs now offer a strong alternative to proprietary models, compelling developers to prioritize cost, customization, and deployment flexibility.
- intermediate 28 Jun 2026 · 8 minDevelop Custom Cloudflare Integrations with Self-Managed OAuth
Learn to implement self-managed OAuth clients on Cloudflare to build custom integrations and automate tasks with secure, granular control.
- intermediate 21 Jun 2026 · 7 minReshaping Developer Skills for the AI-Native Era
Understand how AI fundamentally reshapes developer skills, requiring adaptation to higher-level problem-solving and critical evaluation.
- intermediate 1 Jun 2026 · 7 minIPv8 Draft: Assessing Its Protocol Reality
Learn why the IPv8 draft, despite promising IPv4 backward compatibility, is unlikely to solve address exhaustion due to technical issues and its unendorsed status.
- intermediate 31 May 2026 · 7 minSoftware Engineering Skills AI Can't Replace
Learn which software engineering skills, like system ownership and architectural thinking, are essential for success in the evolving AI era.
- intermediate 25 May 2026 · 10 minRethinking Junior Dev Training for an AI-Driven Future
Learn why traditional junior developer training fails in an AI-driven world and explore new, effective approaches for cultivating talent.
- intermediate 24 May 2026 · 10 minWhy Your LLM Doesn't Always Need a New Vector Database
Learn how many AI systems can effectively use existing traditional databases for better data integrity, cost-efficiency, and operational familiarity.
- intermediate 23 May 2026 · 10 minReshaping Software Engineering with Autonomous AI Agents
Understand how autonomous AI agents are reshaping software engineering workflows, offering efficiency gains and new challenges for developers.
- intermediate 17 May 2026 · 9 minThe Build vs. Buy Decision for AI Model Evaluation
Evaluate the hidden costs of custom AI model evaluation tools against the value of investing in a specialized commercial platform.
- intermediate 5 May 2026 · 16 min10 Command-Line Apps to Boost Ubuntu Productivity
Learn 10 powerful command-line applications to significantly enhance your productivity and transform your Ubuntu terminal into an efficient workspace.
- intermediate 4 May 2026 · 10 minDeepSeek V4's MoE Architecture and Open-Source Impact
Discover how DeepSeek V4's MoE architecture and MIT license position it as a strong, cost-effective open-source AI model for developers.
- intermediate 4 May 2026 · 13 minEdge LLM Deployment: Strategies for On-Device Production
Learn specialized optimization, hardware, and deployment strategies to achieve sustainable, real-time Edge LLM performance on resource-constrained devices.
- intermediate 4 May 2026 · 10 minAnalyzing the Gay Jailbreak: LLM Security Vulnerabilities
Explore the Gay Jailbreak technique to grasp LLM prompt injection vulnerabilities and develop robust, context-aware mitigation strategies.
- intermediate 3 May 2026 · 11 minLinkedIn's BrowserGate: Hidden Browser Extension Scans
Readers will understand how LinkedIn's 'BrowserGate' secretly scans thousands of browser extensions, revealing its profound impact on user privacy and security.
- intermediate 21 Apr 2026 · 11 minAdapting Prompts for Claude Opus 4.7 System Changes
Learn to adapt your prompt engineering strategies for Claude Opus 4.7's updated system prompt, ensuring optimal model behavior and avoiding regressions.
- intermediate 11 Apr 2026 · 7 minBuild and Deploy Robust AI Systems for Production
Learn to build, deploy, and maintain robust, scalable AI systems, covering MLOps, LLMOps, and best practices for production-ready applications.
- intermediate 10 Apr 2026 · 8 minEvaluating GitButler's Impact on Modern Git Workflows
Learn how GitButler streamlines advanced Git workflows, enhances developer experience, and addresses common pain points in modern source control.
- intermediate 7 Apr 2026 · 7 minUnlocking Enterprise Innovation with Open-Source AI in 2026
Explore the transformative impact of open-source AI on enterprise innovation in 2026, covering key trends, benefits, challenges, and strategic considerations for developers.
- intermediate 6 Apr 2026 · 8 minAI Coding Assistants: Shifting Bottlenecks in Software Delivery
Learn why AI coding assistants don't accelerate software delivery and how to leverage AI to improve the entire SDLC, from coding to deployment.
- advanced 5 Apr 2026 · 9 minSSG vs. LLM Scalability: Making Informed Architectural Choices
Understand the scalability differences between Static Site Generators and Large Language Models to make informed architectural decisions.
- intermediate 4 Apr 2026 · 8 minOpen Source License Compliance for AI-Generated Code
Understand the legal and ethical challenges of AI-generated open-source code and apply best practices for license compliance and risk mitigation in modern development.
- intermediate 30 Mar 2026 · 10 minHow TurboQuant Compresses LLMs and Boosts Inference Speed
Learn how Google's TurboQuant algorithm reduces LLM memory by 6x and boosts inference speeds by 8x without any loss in accuracy.
- advanced 29 Mar 2026 · 9 minMeta's TRIBE v2 Predicts Brain Activity from Multimodal AI
Learn how Meta's TRIBE v2 model predicts fMRI brain responses to video, audio, and text, and explore its innovative architecture and real-world applications.
- intermediate 30 Jan 2026 · 10 minAngular 21: Key Updates for Performance and Developer Experience
Learn to integrate Angular 21's latest features and improvements to enhance application performance and streamline developer workflows, making your projects future-ready.
- beginner 26 Jan 2026 · 11 minCalculus: The ONLY Way to Know How Fast Your Van's Going (Seriously!)
Explains the principles of calculus and its applications in understanding how things change over time.
- beginner 26 Jan 2026 · 10 minSubnetting Basics: Structure Your Network for Better Performance
Learn to apply subnetting principles to segment and organize your network infrastructure, leading to improved performance and more efficient management.
- intermediate 23 Dec 2025 · 11 minAngular v22: Navigating the Future of Web Development in 2025
Explore Angular v22's key features like Signals and zoneless change detection to build performant, scalable web applications.