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Insights on modern web development, performance, and building better digital products.
Copilot vs. Autopilot: Why Most AI Agencies Will Collapse Before They Compound
Sequoia says services are the new software. ColdIQ hit $7M ARR selling the work, not the tool. Here's why AI agencies selling tools get compressed, and what replaces them.
/10 min readKimi 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.
/7 min readRotate, Redeploy, Revoke: Our Response to the Vercel Breach
Vercel disclosed a supply-chain breach on April 19, 2026. The response we ran across every managed project, and why this breach shape needs a different response model.
/7 min readWhy High-Converting Landing Pages Have Less on Them (Not More)
Most landing pages lose conversions by adding more. Nine cognitive principles and Princeton's processing fluency research explain what to remove instead.
/6 min readMemory Is Not the Agent Primitive You Think It Is
Most production agents do not need memory. They need context retrieval. Here is the two-camp taxonomy that separates the two markets, with the public signals most buyers are missing.
/9 min readDeploying Hermes Agent in Production: The Day-30 Operator Layer
Most Hermes Agent 4-profile teams work on day one and blur into a single voice by day 30. The operator layer that prevents it: handoff contracts, memory-KPI audits, and policy gates per role.
/9 min readWhy Your AI Agent Setup Is 50x Slower Than It Should Be
The gap between 2x and 100x AI productivity isn't the model. It's the architecture wrapping it. Five builders published the same thesis in one week.
/8 min readThe AI Knowledge Layer: 127 Pages, Zero Vector Databases, and What We 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. We run a knowledge layer in production. Here is what works, what does not, and how to build one in 20 minutes.
/7 min readEvery SaaS Becomes an Agent Harness
A sales team replaced an entire sales SaaS with one Claude skill and three MCP servers. This is not an edge case. It's the pattern that will define which software categories survive 2026.