Blog
Insights on modern web development, performance, and building better digital products.
How One Blog Post Earned 40K Google Impressions In 11 Days
AI Overviews summarize generic content away. One blog post on webvise.io earned 40,000 Google impressions in 11 days because Google had no summary to display. Here is what changed in our content pipeline to ship more pages like it.
/11 min readWhy AI Teams Ship Faster and Launch Worse: The Intent Debt Problem
AI made writing code nearly free. Deciding what to write got harder. The gap is intent debt, and it compounds faster than any legacy codebase ever did.
/10 min readOpenAI Privacy Filter: The Open-Weight PII Model That Runs in Your Browser (And Where It Belongs in an Agent Stack)
OpenAI's new open-weight PII classifier runs in your browser and fills a governance layer that many agent stacks underweight. Here's how the model works, where it fits, and what it breaks.
/9 min readWhen Clients Ask For RAG in 2026: Our Decision Tree (And Why We Rarely Start There)
We still build RAG pipelines when clients insist, but we rarely recommend them first in 2026. Most of the 2024 LLM tooling stack got obsoleted between January and April. Here is the decision tree we walk every prospect through, and what we ship when the tree points away from RAG.
/9 min readCopilot vs. Autopilot: Why Many AI Agencies Struggle to Compound Their Margins
Sequoia says services are the new software. ColdIQ hit $7M ARR selling the work, not the tool. Here's why AI agencies selling tools face margin compression, 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
Many production agents do not need persistent memory in the strict sense; they need reliable context retrieval across sessions. Here is the two-camp taxonomy that separates the two markets, with the public signals most buyers are missing.