AI-Powered Code Review: Automating Quality Gates with LLM Agents
|---|---|---| | Time to first comment | seconds | minutes | seconds, then human review | | Depth of context | the diff only | the whole repo | diff plus targeted lookups | | Cost...
The Evolution of Kotlin Multiplatform in 2026
--- title: "The Evolution of Kotlin Multiplatform in 2026" slug: "kotlin-multiplatform-evolution-in-2026" date: "May 29, 2026" excerpt: > coverImage:...
Flutter State Management Deep Dive: Bloc vs Riverpod vs Provider in 2026
| --- | --- | --- | | Learning curve | Steep: events, states, layers | Moderate: one mental model | Gentle: watch and done | | Boilerplate | High: event and state classes | Low...
AI Agents in 2026: Building Autonomous Workflows for Complex Tasks
--- title: "AI Agents in 2026: Building Autonomous Workflows for Complex Tasks" slug: "ai-agents-autonomous-workflows-complex-tasks-2026" date: "May 26, 2026" excerpt: >...
Distributed Tracing with OpenTelemetry: From Instrumentation to Production Debugging
--- title: "Distributed Tracing with OpenTelemetry: From Instrumentation to Production Debugging" slug:...
Rust for Systems Programming in 2026: Memory Safety, Concurrency, and Ecosystem Growth
--- title: "Rust for Systems Programming in 2026: Memory Safety, Concurrency, and Ecosystem Growth" slug:...
The Rise of AI Coding Assistants: Evaluating Code Quality and Productivity Impact
| --- | --- | --- | --- | --- | | GitHub Copilot | Moderate | Low for small edits, high for refactors | Strong controls, enterprise privacy mode | Subscription, mid-tier | Daily...
WebAssembly in 2026: From Browser to Edge Computing and Beyond
--- title: "WebAssembly in 2026: From Browser to Edge Computing and Beyond" slug: "webassembly-in-2026-from-browser-to-edge-computing-and-beyond" date: "June 24, 2026" excerpt: >...
Building Scalable Microservices with FastAPI and Event-Driven Architecture
--- title: "Building Scalable Microservices with FastAPI and Event-Driven Architecture" slug: "building-scalable-microservices-with-fastapi-and-event-driven-architecture" date:...
Event Sourcing and CQRS: Practical Patterns for Distributed Systems
|---|---|---| | Plain event sourcing | audits, ledgers, replay debugging | simple CRUD, write-heavy forms | medium | | Event sourcing + projections | many read shapes from one log...
Data Engineering at Scale: Building Real-Time Streaming Pipelines
--- title: "Data Engineering at Scale: Building Real-Time Streaming Pipelines" slug: "data-engineering-at-scale-building-real-time-streaming-pipelines" date: "June 19, 2026"...
React Server Components: Production Patterns for High-Performance Web Apps
--- title: "React Server Components: Production Patterns for High-Performance Web Apps" slug: "react-server-components-production-patterns-for-high-performance-web-apps" date:...
Edge AI: Running Large Language Models on Consumer Devices in 2026
|---|---|---|---|---| | Quantization | Any recent CPU; Apple Silicon is a sweet spot | Yes | Low to moderate | Good; close to full at higher bit widths | Desktop or laptop...
AI-Augmented Development Workflows: Scaling Code Quality and Velocity in 2026
--- title: "AI-Augmented Development Workflows: Scaling Code Quality and Velocity in 2026" slug: "ai-augmented-development-workflows-scaling-code-quality-and-velocity-in-2026"...
AI-Augmented Development Workflows: Architecting the Future of Software Engineering
--- title: "AI-Augmented Development Workflows: Architecting the Future of Software Engineering" slug:...
Kubernetes Sidecar Patterns for Service Mesh Observability in 2026
--- title: "Kubernetes Sidecar Patterns for Service Mesh Observability in 2026" slug: "kubernetes-sidecar-patterns-for-service-mesh-observability-in-2026" date: "July 31, 2026"...
PostgreSQL 18 and the Rise of Hybrid Transactional-Analytical Processing
--- title: "PostgreSQL 18 and the Rise of Hybrid Transactional-Analytical Processing" slug: "postgresql-18-and-the-rise-of-hybrid-transactional-analytical-processing" date: "July...
TypeScript 5.x Advanced Patterns: Conditional Types, Template Literals, and Mapped Types in Production
|---|---|---| | Conditional types | Chooses a type from another type; extracts with infer | Unwrapping generics, unions, and wrappers; library APIs | The checked union is huge;...
WebGPU: Next-Generation Graphics and Compute for the Browser
--- title: "WebGPU: Next-Generation Graphics and Compute for the Browser" slug: "webgpu-next-generation-graphics-and-compute-for-the-browser" date: "July 29, 2026" excerpt: >...
iOS 20 and Swift 8: What Mobile Developers Need to Know
--- title: "iOS 20 and Swift 8: What Mobile Developers Need to Know" slug: "ios-20-and-swift-8-what-mobile-developers-need-to-know" date: "July 22, 2026" excerpt: > coverImage:...
Flutter Widget Testing Mastery: From Unit Tests to Integration Goldens
--- title: "Flutter Widget Testing Mastery: From Unit Tests to Integration Goldens" slug: "flutter-widget-testing-mastery-from-unit-tests-to-integration-goldens" date: "July 21,...
Testing AI-Generated Code: Strategies for Reliable Machine Learning Pipelines
| --- | --- | --- | | Golden tests | Behavior drift after regeneration | Low β snapshot real outputs | Freezes old bugs; needs a trusted baseline | | Property-based | Edge cases...
Kotlin Multiplatform in Production: Sharing Business Logic Across Android, iOS, and Web in 2026
--- title: "Kotlin Multiplatform in Production: Sharing Business Logic Across Android, iOS, and Web in 2026" slug:...
Zero-Trust Architecture: Implementing Security in Distributed Cloud Systems
|---|---|---| | Identity | Who is calling | SPIRE/SPIFFE, OIDC, GCP workload identity | Worth it β start here | | Device | What hardware is calling | Cloudflare Access, Tailscale...
Flutter Impeller Rendering Engine: GPU Acceleration Strategies for Production Apps in 2026
--- title: "Flutter Impeller Rendering Engine: GPU Acceleration Strategies for Production Apps in 2026" slug: "flutter-impeller-rendering-engine-gpu-acceleration-2026" date: "July...
Top Free Developer Tools and AI Resources Transforming Engineering Workflows in 2026
--- title: "Top Free Developer Tools and AI Resources Transforming Engineering Workflows in 2026" slug:...
Kotlin Multiplatform at Scale: Production Architecture Patterns for Shared Business Logic
|---|---|---| | expect/actual | Small platform seams | One implementation to maintain per platform | Device info, storage, logging | | Shared module, thin API | Business logic...
Platform Engineering: Building Internal Developer Portals That Teams Love
--- title: "Platform Engineering: Building Internal Developer Portals That Teams Love" slug: "platform-engineering-building-internal-developer-portals-that-teams-love" date: "July...
Building Real-Time Collaborative Apps with CRDTs and Operational Transformation
--- title: "Building Real-Time Collaborative Apps with CRDTs and Operational Transformation" slug:...
CSS Container Queries and Style Queries: Responsive Design Beyond Media Queries
| --- | --- | --- | | What do they respond to? | The viewport | The nearest sized container | A custom property's computed value | | Mental model | The whole page | The component...
FinOps for Kubernetes: Optimizing Cloud Costs in Containerized Environments
--- title: "FinOps for Kubernetes: Optimizing Cloud Costs in Containerized Environments" slug: "finops-for-kubernetes-optimizing-cloud-costs-in-containerized-environments" date:...
Server-Driven UI in Mobile Apps: Dynamic Experiences Without App Store Updates
--- title: "Server-Driven UI in Mobile Apps: Dynamic Experiences Without App Store Updates" slug: "server-driven-ui-in-mobile-apps-dynamic-experiences-without-app-store-updates"...
Building Developer Tools in 2026: From CLI Design to AI-Assisted Extensions
--- title: "Building Developer Tools in 2026: From CLI Design to AI-Assisted Extensions" slug: "building-developer-tools-in-2026-from-cli-design-to-ai-assisted-extensions" date:...
The JavaScript Runtime Wars in 2026: Node.js, Bun, and Deno Compared
--- title: "The JavaScript Runtime Wars in 2026: Node.js, Bun, and Deno Compared" slug: "javascript-runtime-wars-2026-nodejs-bun-deno-compared" date: "August 20, 2026" excerpt: >...
Kotlin 2.x and the K2 Compiler: What It Unlocked for Android Developers
--- title: "Kotlin 2.x and the K2 Compiler: What It Unlocked for Android Developers" slug: "kotlin-2-x-and-the-k2-compiler-what-it-unlocked-for-android-developers" date: "August...
RAG in Production: Practical Retrieval Patterns Beyond the Demo
`, blank-line heuristics). - Keep related pieces together even if one piece is short. - Treat a tiny chunk and a giant chunk as equally valid outputs. The overlap you need is not...
Local-First Applications: Sync Engines, CRDTs, and Offline-First UX
*If you are building offline-first sync, I recommend reading the Yjs and Automerge source code. Both are small enough to read in an afternoon, and the edge cases are documented in...
On-Device AI with NPUs: Running Models on Phone Silicon in 2026
--- title: "On-Device AI with NPUs: Running Models on Phone Silicon in 2026" slug: "on-device-ai-with-npus-running-models-on-phone-silicon-in-2026" date: "August 16, 2026"...
AI-Native App Architecture: Designing Applications Around LLM Calls
*If you're shipping AI features and want to compare notes on gateway patterns or fallback strategies, I'm always down for a conversation. Hit me up on...
Compose Multiplatform for iOS: Is Shared UI Production-Ready in 2026
--- title: "Compose Multiplatform for iOS: Is Shared UI Production-Ready in 2026" slug: "compose-multiplatform-for-ios-is-shared-ui-production-ready-in-2026" date: "August 14,...
Agentic AI Development: From Chat Assistants to Autonomous Coding Agents
--- archetype: "war-story" title: "Agentic AI Development: From Chat Assistants to Autonomous Coding Agents" slug:...
Android 17 and the Modern Android Stack: What Changed in 2026
--- title: "Android 17 and the Modern Android Stack: What Changed in 2026" slug: "android-17-and-the-modern-android-stack-what-changed-in-2026" date: "August 13, 2026" excerpt: >...
Flutter Beyond Mobile: Desktop, Web, and Embedded Targets in 2026
--- title: "Flutter Beyond Mobile: Desktop, Web, and Embedded Targets in 2026" slug: "flutter-beyond-mobile-desktop-web-and-embedded-targets-in-2026" date: "August 13, 2026"...
Kotlin 2.x and the K2 Compiler: What It Unlocked for Android Developers
| :--- | :--- | :--- | | **Inlining** | Zero-cost abstractions, generic support | Build time spikes during analysis | Worth it | | **Coroutines** | Explicit contexts, better...
MCP in Practice: Model Context Protocol for Real-World Developer Tools
| :--- | :--- | :--- | | Hang on tool call | IDE freezes, no response | Missing timeout in server logic | Add `asyncio.wait_for` or transport timeout | | Auth failure | Handshake...
IntelliJ IDEA Goes LSP: Kotlin and Java Intelligence in VS Code
|---|---|---| | Language coverage | Full Java + Kotlin, mixed projects | Full Java + Kotlin, mixed projects | Kotlin-first; Java needs a second server | | Refactorings and...
Claude Code Auto Mode Is Now the Default: Should You Trust It?
--- title: "Claude Code Auto Mode Is Now the Default: Should You Trust It?" slug: "claude-code-auto-mode-is-now-the-default-should-you-trust-it" date: "August 09, 2026" excerpt: >...
DeepSeek V4 Flash: What the New Open Model Means for Developers
| ---: | ---: | | Max | 89.0% | 61.4% | | High | 87.0% | 56.0% | | Low | 84.0% | 46.0% | The most interesting row is Low. Even at the cheapest setting, the model clears 84% on...
MCP Stateless Mode: Building AI Agent Servers Without Session State
--- title: "MCP Stateless Mode: Building AI Agent Servers Without Session State" slug: "mcp-stateless-mode-building-ai-agent-servers-without-session-state" date: "August 07, 2026"...
Antigravity vs Claude Code vs Codex: Choosing an AI Coding Agent in 2026
|---|---|---| | Where it runs | Cloud workspace + local CLI | Your machine, your terminal | Local CLI or OpenAI sandbox | | Model family | Gemini | Claude | OpenAI | | Setup...
Validating Mobile Numbers the Right Way: Introducing country_mobile_validator
------|--------------|---------| | Argentina | 10β11 | 91123456789 | | New Zealand | 8β10 | 21123456 | | India | 10 | 9876543210 | | Indonesia | 9β12 | 81234567890 | | Brazil |...
AI Observability: Monitoring, Tracing, and Debugging LLM Applications in Production
--- title: "AI Observability: Monitoring, Tracing, and Debugging LLM Applications in Production" slug:...
Firebase Generative AI SDK for Mobile: Multimodal Model Serving on Android and iOS
-------|------|------| | **Firebase SDK** | Streaming, caching built-in, cross-platform parity, rate limit tracking | Cloud-dependent; not true local-first | | **Local models (ML...
Small Language Models: Running Efficient AI on Edge Devices and Mobile Phones
--- title: "Small Language Models: Running Efficient AI on Edge Devices and Mobile Phones" slug: "small-language-models-running-efficient-ai-on-edge-devices-and-mobile-phones"...
Agentic AI Systems: Designing Reliable Multi-Agent Workflows in 2026
| --- | --- | --- | | Control flow | Explicit graph, you define every edge | Framework routes work between roles | Total, it's your code | | State and resume | Built-in...
Flutter 4 and Impeller: The Next Generation of Cross-Platform UI Performance
--- title: "Flutter 4 and Impeller: The Next Generation of Cross-Platform UI Performance" slug: "flutter-4-and-impeller-the-next-generation-of-cross-platform-ui-performance" date:...
Dart 4 and the Evolution of the Flutter Ecosystem: What's New in 2026
--- title: "Dart 4 and the Evolution of the Flutter Ecosystem: What's New in 2026" slug: "dart-4-and-the-evolution-of-the-flutter-ecosystem-whats-new-in-2026" date: "August 02,...
Free Developer Tools That Upgrade Your 2026 Workflow
| --- | --- | --- | | uv | Python environments and packages | Worth it | Anyone who touches Python | | fzf | Fuzzy search for history and files | Worth it | Terminal regulars | |...
