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The Blog.

Field notes on Venture Building, Generative UI, and Autonomous Engineering.

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SEO

llms.txt in 2026: A Practical Guide for AI Discovery

llms.txt helps AI systems understand your site quickly. A practical guide to writing llms.txt that’s useful, honest, and easy to maintain.

16 min Read
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SEO

Sitemap Strategy in 2026: What to Include, Exclude, and Why

Sitemaps are a crawl hint and an indexing map. A practical guide to building and maintaining sitemaps for content-heavy sites.

10 min Read
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AI / Infra

How to Choose a Vector Database in 2026 (Without Over-Engineering)

Vector search is a means, not the product. A decision guide for choosing between Pinecone, Weaviate, Qdrant, and Milvus based on scale, latency, ops, and production needs.

15 min Read
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SEO

Canonical URLs in 2026: Stop Duplicate Content Before It Starts

Canonical URLs prevent duplicate content, split signals, and indexing confusion. A practical guide to canonicals for modern static sites.

10 min Read
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Growth

Content to Demo to Close: The 2026 B2B Sales Loop

Educational content attracts leads. Interactive demos convert them. A practical guide to building the complete B2B funnel from awareness to close.

15 min Read
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Engineering

Firefox Performance Debugging in 2026: Profiling That Finds Real Bottlenecks

Chrome DevTools is popular, but Firefox Profiler is often better for certain debugging scenarios. A practical guide to Firefox performance tools and techniques.

14 min Read
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Agents

Prompt Regression Testing in 2026: Treat Prompts Like Code

If prompts drive behavior, they need tests. A practical regression strategy for LLM products: golden cases, canaries, LLM-as-Judge evaluation, and CI/CD integration.

14 min Read
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Growth

Case Studies That Convert in 2026: The Structure Buyers Trust

A case study is not a story — it’s evidence. A practical structure for writing case studies that reduce risk, build trust, and drive decisions.

14 min Read
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Engineering

Astro Structured Data Guide 2026: JSON-LD for Rich Search Results

Structured data helps search engines understand your content. A practical guide to implementing JSON-LD schema in Astro for improved SEO and rich results.

14 min Read
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Growth

Enterprise Partnerships for Startups in 2026: How to Win Without Getting Stuck

Enterprise deals can accelerate growth — or destroy velocity. A practical playbook for pilots, security, procurement, and scoped success.

16 min Read
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AI Research

LLM Cost Optimization in 2026: Routing, Caching, and Batching

Cost is a product constraint. A practical playbook for reducing LLM spend 47-80% without degrading UX: route smart, cache strategically, and batch tool work.

15 min Read
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Design

Zero to One Design System in 2026: Building Tokens and Components from Scratch

You don't need a massive guidelines document to start. A practical guide to building a design system that grows with your product.

15 min Read
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AI Research

Why Chatbots Are Dead: The Era of Agentic Workflows in 2026

LLMs are no longer just for talking. In 2026, the winning products ship agentic workflows: tools, memory, evaluation, and guardrails that reliably do work. The complete architecture guide.

16 min Read
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Tech Stack

API Design for AI Tools in 2026: Contracts That Don’t Break

When agents call your APIs, ambiguity becomes outages. A practical API contract guide for tool-driven AI workflows.

18 min Read
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Growth

Community-Led Growth in 2026: Building a Product Community That Drives Revenue

Most community efforts fail because they treat community as marketing. A practical guide to community-led growth with measurable business outcomes.

15 min Read
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SEO

Content Cluster Strategy in 2026: Pillar Pages and Topical Authority

Random blog posts don't rank anymore. A practical guide to building content clusters that establish topical authority and drive organic traffic.

15 min Read
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Design

Motion Design Systems in 2026: Animation Tokens and Standards

Consistent motion creates cohesive products. A practical guide to building motion design tokens, easing curves, and animation standards.

14 min Read
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AI Research

RAG Chunking & Metadata in 2026: The Details That Decide Quality

Most RAG failures come from bad chunking and missing metadata. A practical guide to chunk strategy, filters, and retrieval evaluation.

18 min Read

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