Recent articles
Insights on modern web development, performance, and building better digital products.
Kimi K2.6: An Open-Weight Frontier Coding Model at One-Tenth the Cost
Moonshot's Kimi K2.6 is the second open-weight Chinese coding model to land at frontier level in four months. For agencies shipping AI agents to clients, the stack decision changed overnight.
Rotate, Redeploy, Revoke: The webvise Response to the Vercel Breach
Vercel disclosed a supply-chain breach on April 19, 2026. The response I ran across every managed project, and why this breach shape needs a different response model.
Why Focused Landing Pages Convert Better
Most landing pages lose conversions by adding more. Nine cognitive principles and Princeton's processing fluency research explain what to remove instead.
Context Substrates for Long-Running Agents
Production agents often work better with reliable context retrieval across sessions than with persistent memory. Here is the two-camp taxonomy that separates the two markets, with the public signals most buyers are missing.
Hermes Agent in Production: the Day-30 Problem
Most Hermes Agent 4-profile teams work on day one and show signs of voice convergence by day 30 in production deployments. The operator layer that prevents it: handoff contracts, memory-KPI audits, and policy gates per role.
Why Most AI Agent Setups Run Far Slower Than They Could
The architecture around the model explains the gap between modest and substantial AI productivity outcomes. Five builders published the same thesis in one week.
The AI Knowledge Layer: 127 Pages, Zero Vector Databases, and What I Got Wrong
Karpathy's LLM wiki gist hit 99,000 bookmarks in a week. It resonated because it named what every AI user feels: your agents have no memory. I run a knowledge layer in production. Here is what works, what does not, and how to build one in 20 minutes.
Every SaaS Becomes an Agent Harness
A sales team replaced an entire sales SaaS with one Claude skill and three MCP servers. This pattern will define which software categories survive 2026.
From Rules to Results: What 22K Stars on a Single CLAUDE.md Reveal About AI-Assisted Development
The karpathy-skills repo proves that AI coding bottlenecks aren't about model capability. They're about the behavioral contract between human and LLM.