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Deep dives on software engineering, AI infrastructure, local LLMs and building in the modern tech landscape.
The Best AI Engineers Are Great Communicators
LLM output quality is capped by your communication quality. The engineers winning with AI agents are the ones applying tech lead discipline: clear specs, work breakdown and delegation.
Host an MCP Server for Free on Cloudflare Workers
Run a remote MCP server with a public HTTPS URL, TLS and persistent state on the Cloudflare Workers free plan. The limits that matter and the gotchas nobody mentions.
Orchestrating AI Agents with Temporal: Lessons from Building Pravi Agent
Agent frameworks handle the reasoning loop. Production is everything around it: crashes, rate limits, cost overruns and human approvals. Here's how Temporal solves those problems in a real agentic system.
Getting the Most Out of Claude in 2026: Skills, Hooks, MCP and the Agent SDK
Claude's developer surface has grown fast: skills, hooks, subagents, MCP and a new model lineup. Here's what each piece actually does and how to combine them for real productivity gains.
The New Problems AI Gave Engineers
AI coding tools solved the typing problem and invoiced us with a new set of problems: agent fleets to manage, review queues that never empty, token bills approaching salaries and a security debt coming due. Here's what the job actually looks like now.
Apache Flink in Depth: Stream API, Table API, CDC, Connectors and Checkpointing
A hands-on guide to Apache Flink covering the DataStream and Table APIs, Flink CDC for database replication, popular connectors, checkpointing from scratch, and what managed services like AWS Managed Flink actually handle for you.
The Software Engineer Career Map: Every Level and the Real Trade-offs
From junior IC to CTO - what each level of the engineering career actually looks like, where the paths fork and how to decide which direction is right for you.
Your AI Coding Tool Will Go Down. Build the Fallback Before You Need It.
Claude Code, Cursor and every other AI coding tool will have outages. Here is how to keep shipping when your favorite model is offline - including multi-provider setups, local model fallbacks and the tools that already support model swapping.
What The Claude Code Leak Teaches Founders About Open Source
Anthropic accidentally shipped the entire 512,000 line Claude Code source to npm. The community reaction tells you everything you need to know about where the real moat lives - and what every founder should open source on purpose.
The KFC Stack: When Kafka, Flink and ClickHouse Actually Earn Their Keep
Kafka, Flink and ClickHouse - the KFC stack - is the default real-time analytics architecture for a lot of teams that do not need it. Here is what each piece actually does, when the full stack is the right call and the simpler patterns you should try first.
World Quantum Day 2026: What It Means for Business and Why Security Can't Wait
Quantum computing is no longer a research curiosity. Here's what the recent breakthroughs mean for businesses, why encryption is the urgent problem and how quantum and AI intersect.
Your Competitors Are Training AI to Speak for Your Industry
Publishing authoritative content has always built credibility with readers. Now it shapes what AI systems say when someone asks about your field. That's a different kind of leverage, and most businesses haven't caught on yet.
Who Trained Your LLM? The Answer Matters More Than You Think
Frontier AI companies disclose almost nothing about their training data. That opacity has real consequences for how much you can trust what these models tell you - and a compliance reckoning is coming.
On-Device AI Inference: Why the Next Shift Is Already in Your Pocket
AI inference is moving off the cloud and onto the device. A practical guide to Apple Neural Engine, Qualcomm Hexagon, model quantization and how developers can start building with on-device AI today.
CPU vs GPU vs TPU vs NPU: Architecture, History and How to Choose for Your Workload
A practical breakdown of CPU, GPU, TPU and NPU architecture - what each is built for, how they scale, and what actually matters when choosing infrastructure for AI, compute and serverless workloads.
Beyond Google: How to Get Found in AI Search, Reddit and Review Sites in 2026
SEO has expanded beyond Google. Here's how to show up in ChatGPT, Perplexity, Reddit and agency directories - and why it matters more than ever.
How AI is Killing Simple WordPress Sites (And What to Use Instead)
AI coding tools have removed the last reason to reach for WordPress on simple sites. Here is what the modern static site landscape looks like in 2026.
How to Host a Static Site with Astro and Cloudflare Workers
A step-by-step guide to building a fast, free static site with Astro and deploying it globally with Cloudflare Workers.
Best AI Coding Tools for Enterprise Development in 2026
Claude Code, Roo Code, Cline, Cursor and more - a practical breakdown of which AI coding tools are winning in enterprise environments, with a focus on context limits and agentic workflows.
Spring Boot vs Ktor vs Quarkus: Which JVM Backend in 2026?
A practical comparison of the top JVM backend frameworks in 2026 - Spring Boot, Ktor and Quarkus - to help you pick the right one for your project.
Modern SEO in 2026: AI Tools, Answer Engines and What Actually Works
SEO has changed more in the last two years than the previous ten. Here is what is working in 2026, which AI tools are leading the space and how to think about search in a world with AI overviews.
Open Source Innovation Every Entrepreneur Needs
Why building in the open beats secrecy for startups - and why the DeepSeek vs. OpenAI story proves it.
Local LLMs vs Cloud LLMs
What should businesses actually use in 2025? A practical breakdown of when to run AI locally vs. in the cloud.
Best Enterprise Backend Languages in 2025
Kotlin, Go, Python, TypeScript, Java, C# and Rust - which backend language should your team bet on?
Best AI Coding Tools in 2025
Cursor, Claude Code, Windsurf and Local LLMs compared - which AI coding tool is right for you?