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Thoughts on AI, engineering, and building products.
Blog
Thoughts on AI, engineering, and building products.
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Agentic AI in 2026: From Chatbots to Systems That Do Work
Agentic AI is shifting the focus from single-model demos to reliable systems: tools, memory, guardrails, and evaluation. Here’s what’s changing and what to watch.
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MobileAIHardware
The On-Device AI Phone Era: What’s Actually New in 2026
Smartphones are turning into personal AI computers. The real story: on-device inference, hybrid workflows, and OS-level AI that lives across your apps.
19 Jun 20262 min
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SecurityAIBest Practices
Cybersecurity in 2026: AI-Driven Attacks, Identity-First Defense
AI is changing the economics of cyber attacks and defenses. Here are the trends (and habits) that matter most right now.
19 Jun 20262 min
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AIEngineeringLLM
From Prompt to Production: Shipping LLM Features Reliably
Most LLM demos die in staging. The gap between 'it works in the notebook' and 'it handles real users' is bigger than people expect. Here is how I close that gap.
15 Jun 20262 min
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EngineeringNext.jsArchitecture
The Minimal Full-Stack Setup I Use for Every New Project
After building a lot of projects, I have settled on a setup that lets me move fast without accumulating technical debt. Here is exactly what it looks like and why.
12 Jun 20262 min
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AIEngineeringProduct
Building AI Features That Actually Ship
Most AI integrations get stuck in prototype hell. Here is how to scope, build, and ship LLM-powered features into production apps without burning out your team.
10 Jun 20262 min
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ReactNext.jsEngineering
Understanding React Hydration Errors (and How to Fix Them)
Hydration errors are one of the most confusing bugs in React. They look cryptic, the stack traces are unhelpful, and the cause is often non-obvious. Here is a clear mental model.
8 Jun 20262 min
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Next.jsReactEngineering
Next.js Server Components: What Changed and Why It Matters
Server Components fundamentally change how you think about data fetching and component boundaries. Here is a practical guide to using them well in 2026.
5 Jun 20262 min
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EngineeringAPIArchitecture
API Design Patterns That Scale: REST, tRPC, and When to Use Each
After building APIs in REST, GraphQL, and tRPC across many different products, I have a clear view of when each approach wins and where each one fails.
1 Jun 20262 min
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TypeScriptEngineering
The TypeScript Patterns I Use Every Day
After years of TypeScript in production, a few patterns show up in every codebase I build. These are the ones that consistently reduce bugs and improve maintainability.
28 May 20262 min
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SupabaseNext.jsEngineering
Supabase and Next.js: The Full-Stack Setup I Actually Use
After building several production apps with this stack, here is the exact setup, patterns, and gotchas I have settled on for Supabase with Next.js App Router.
20 May 20262 min
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EngineeringBest Practices
Writing Code for the Next Developer, Not Just the Machine
Code that works is the baseline. Code that the next developer can understand, extend, and debug in six months is the actual goal. These are the habits that make the difference.
15 May 20262 min
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