New posts weekly

Insights & Ideas

Practical advice on building MVPs, making smart tech decisions, and launching products that resonate with your market.

12+

Years in Product

9-Figure

Portfolio Managed

Enterprise + Startup

Experience

React8473%•

Next.js65413%•

TypeScript5895%•

Supabase23430%•

Tailwind4126%•

Firebase3459%•

React Native298•

Node.js5674%•

PostgreSQL4236%•

Vercel18915%•

Prisma15611%•

tRPC9831%•

React8473%•

Next.js65413%•

TypeScript5895%•

Supabase23430%•

Tailwind4126%•

Firebase3459%•

React Native298•

Node.js5674%•

PostgreSQL4236%•

Vercel18915%•

Prisma15611%•

tRPC9831%•

HN•GitHub•SO

Data Sources

HNHacker News story titles & comments mentioning each tech

GitHubRepository search results for each technology

SOStack Overflow questions tagged with each tech

Trends compare activity to typical levels for the selected timeframe

LATESTbusiness

The Streaming Gold Rush: How to Spot Content Opportunities Other Creators Miss in 2026

Most creators are panning in the same section of the river.

ScribePilot AI

May 21, 2026•9 min readRead Article

technical

Authentication in 2026: JWTs, Sessions, Passkeys, and What You Should Actually Use

The authentication landscape hasn't been revolutionized in the past two years. It's been complicated. Passkeys are real and production-ready in certain contexts

May 7, 20269 min read

ai-ml

How to Automate 80% of Customer Support With AI (Without Losing the Human Touch)

For any business implementing an AI customer support strategy, the honest answer to "can we really automate 80%?" depends on your industry, your ticket mix, and

May 5, 20269 min read

ai-ml

AI Workflow Automation in 2026: The Tools and Patterns That Actually Ship

The 2024-2025 "agent explosion" produced a lot of impressive demos and a graveyard of abandoned internal projects. Teams spent months wiring up autonomous agent

April 30, 20269 min read

startup

The Only 5 Metrics That Matter for Your MVP Launch in 2026

Here's a pattern we see constantly: a founder spends months building, finally ships, and immediately wires up 30 different analytics dashboards. Page views, ses

April 28, 20268 min read

ai-ml

Building an AI Content Moderation System That Actually Works: Architecture, Models, and Lessons from Production in 2026

Most teams building a content moderation system start the same way: grab a pre-trained classifier, wire it into the pipeline, declare victory in the sprint revi

April 21, 20269 min read

technical

React Native vs Flutter in 2026: Which One Should You Actually Pick?

Anyone telling you there's a definitive winner in the React Native vs Flutter debate is either selling a course or hasn't shipped a real app recently. By 2026,

April 16, 20269 min read

technical

API Rate Limiting Strategies That Won't Tank Your User Experience

Here's the uncomfortable truth about most rate limiting implementations: they're designed by infrastructure engineers solving an infrastructure problem.

April 15, 202610 min read

startup

How to Market and Grow Your SaaS as a Solo Founder: Every Channel Compared

A comprehensive breakdown of every major SaaS marketing and growth channel — AppSumo, Product Hunt, incubators, VC, grants, paid ads, influencer marketing, and more — with honest advice on what actually works for solo founders.

April 15, 202621 min read

startup

Technical Debt in Startups: When to Fix It and When to Ship Anyway

Every startup engineering team reaches the same inflection point eventually. The codebase that got you to your first thousand users is now the thing slowing you

April 7, 20269 min read

ai-ml

Edge Computing for AI Apps: Why Latency Matters More Than Model Size

The AI industry spent years in a parameter arms race. Bigger models, more compute, better benchmarks. And for many tasks, that scaling worked. But when you move

April 2, 20268 min read

business

SaaS Pricing Psychology: How to Price Your Product Without Leaving Money on the Table

Most SaaS founders spend months obsessing over product features and maybe two hours on pricing. That's backwards. Pricing is the single lever with the highest i

March 31, 20268 min read

technical

TypeScript Best Practices in 2026: What Senior Devs Actually Do

Cut through beginner TypeScript advice. Here's what senior devs actually do in 2026 — patterns, configs, and what they've stopped doing entirely.

March 26, 20268 min read

business

AI-Powered SEO Strategy: What Actually Works After Google's AI Updates

The SEO advice circulating right now is, frankly, a mess. Half of it tells you to "optimize for AI Overviews" without explaining what that means in practice. Th

March 24, 20268 min read

startup

How Long Does It Actually Take to Build an MVP in 2026?

Everyone has seen the tweet. "Built my MVP in a weekend using AI. Already have 200 signups." And sure, maybe they did. But what they built almost certainly wasn

March 19, 20268 min read

technical

React 19 Features That Actually Matter: A Practical Guide

React 19 has been stable long enough that the "this changes everything" hot takes have cooled down. Now we can actually look at what matters. Not what the relea

March 17, 20268 min read

ai-ml

Running LLMs Locally: Private AI for Privacy-Conscious Businesses

Cloud-based AI is convenient right up until the moment your legal team asks where customer data goes when it hits the API. Then it gets complicated fast.

March 12, 20268 min read

ai-ml

How to Cut AI API Costs by 80% Without Sacrificing Quality

Most teams treating GPT-4-class models as their default API call are paying a premium for capability they'll never use on the vast majority of their requests. T

March 10, 20268 min read

ai-ml

How to Prevent AI Hallucinations: Guardrails for Production LLM Apps

A technical guide to preventing AI hallucinations in production LLMs using guardrails, RAG, validation layers, and system design best practices.

March 5, 20267 min read

ai-ml

Pinecone vs Weaviate vs Chroma: Best Vector Database for AI Apps

A practical 2026 comparison of Pinecone, Weaviate, and Chroma covering performance, cost, developer experience, and when to migrate.

March 3, 20268 min read

ai-ml

RAG Explained: How to Build AI That Actually Knows Your Business Data

Your company's AI can summarize contracts, answer questions, and draft reports. But the moment you ask it something specific about your business, it halts: a po

February 26, 20268 min read

ai-ml

How AI Fraud Detection Works: Protecting Revenue Without Blocking Customers

Here's a number that should get your attention: global losses from online payment fraud are projected to reach $48 billion in 2025, up from $32 billion in 2023,

February 24, 20269 min read

ai-ml

Computer Vision for Quality Control: A Practical Guide for Manufacturing

Most manufacturing leaders have heard the pitch. A vendor walks in with a demo reel of cameras catching hairline cracks at 200 frames per second, promises a six

February 19, 20269 min read

ai-ml

Dynamic Pricing with AI: How It Works and When to Use It

Pricing has always been part science, part psychology, part gut feeling. AI is changing the balance of that equation, and not always in the ways businesses expe

February 17, 20269 min read

ai-ml

Sentiment Analysis for Business: Turn Customer Feedback Into Revenue

A high-value client spends 20 minutes on a support call detailing their frustration. They mention the product feels "clunky," that they've started evaluating al

February 12, 20268 min read

ai-ml

How to Build a Product Recommendation Engine That Increases Sales

If your e-commerce site doesn't surface relevant products at the right moment, you're not falling short of some aspirational best practice. You're behind the ba

February 10, 20268 min read

ai-ml

AI Document Processing: Automate Invoices, Contracts, and Data Entry

If your team is still manually keying invoice data into spreadsheets or routing contracts through email chains for review, that's not just inefficient anymore.

February 5, 20268 min read

ai-ml

AI Lead Scoring: How Machine Learning Finds Your Best Customers

Your sales team worked 200 leads last quarter. Maybe 15 closed. The other 185? Most were never going to buy, but your reps spent real time on them, while genuin

February 3, 202610 min read

ai-ml

How to Integrate GPT-4, Claude, and Gemini APIs Into Your App

The "pick one LLM and call it done" strategy is naive. Production AI applications in 2026 need to integrate GPT-4, Claude, and Gemini APIs together, routing int

January 29, 20269 min read

ai-ml

AI Demand Forecasting: How Machine Learning Predicts What Customers Want

The supply chain team that ran out of a best-selling SKU three weeks before the holidays because their spreadsheet said demand would be flat. The food manufactu

January 27, 20269 min read

ai-ml

How to Build an AI Chatbot for Your Small Business (That Actually Works)

If you think an AI chatbot is either a magic savings button or a project too complex for your business, you're leaving money on the table. The reality in 2026 i

January 22, 20268 min read

ai-ml

Small Language Models: When Smaller AI is Actually Better for Business

Small language models like Phi-3 often outperform GPT-4 for business apps. Lower costs, better privacy, faster inference. Here's when smaller wins.

January 20, 20267 min read

ai-trends

Model Context Protocol (MCP): The Standard Every AI App Will Use

Anthropic's Model Context Protocol promises to solve AI's integration nightmare. Here's why MCP will become the standard for AI tool connectivity.

January 15, 20269 min read

ai-trends

AI Agents Explained: What They Are and Why They Matter for Business

Learn what AI agents are, how they differ from traditional AI, and why autonomous AI systems are becoming essential for business automation and growth.

January 8, 20267 min read

ai-trends

Claude 4 vs GPT-5: Which AI Model Should Your Business Use?

Compare Claude 4 and GPT-5 for business use. Get practical insights on performance, cost, and integration to choose the right AI model for your needs.

January 6, 20267 min read

technical

The Best Tech Stack for Startups in 2026: What Actually Works

Discover the proven tech stacks that actually work for startups in 2026. Real-world insights from building dozens of MVPs and rapid prototypes.

January 3, 20266 min read

technical

Next.js vs React Native in 2026: Which Should You Build First?

Skip the platform debate. Here's how to choose between Next.js web apps and React Native mobile apps for your 2026 product launch based on real market data.

January 2, 20266 min read

technical

How to Get a 100 PageSpeed Insights Score in 2026 (Yes, All Four Categories)

Step-by-step guide to achieving perfect PageSpeed Insights scores across Performance, Accessibility, Best Practices, and SEO. Real tactics that work in 2026.

January 2, 20267 min read

technical

Supabase vs Firebase in 2026: The Clear Winner for New Projects

After 50+ projects with both platforms, here's why Supabase beats Firebase for most new projects in 2026. PostgreSQL changes everything.

January 2, 20266 min read