Blog
Insights on modern web development, performance, and building better digital products.
Why We Won't Ship AI Agents That Read the Open Web
On April 5, 2026, Google DeepMind published the largest empirical study of AI agent manipulation ever conducted. 502 participants, 8 countries, 23 attack types, every defense currently on offer rated insufficient. Here is the engineering position Webvise took the next morning.
/8 min readMost Business Knowledge Bases Do Not Need RAG
We run our internal wiki on five shell commands and a hand-maintained index file, no vector database. For a 200-document knowledge base, that setup is cheaper, faster to build, and more accurate than a RAG pipeline. Here is why we skipped RAG and when you actually need it.
/10 min readStop Hitting Claude's Usage Limits: 10 Habits That Save Thousands of Tokens
Claude doesn't count messages. It counts tokens. These 10 practical habits can significantly reduce token spend and keep you productive all day without hitting rate limits.
/11 min readoh-my-claudecode and oh-my-codex: How Multi-Agent Orchestration Is Changing AI-Powered Development
Two open-source projects turned Claude Code and OpenAI Codex CLI from single assistants into coordinated agent teams. Here's how oh-my-claudecode and oh-my-codex work, what they unlock, and why multi-agent orchestration matters for professional development.
/12 min readBest Local AI Models for Compliant Businesses in 2026
Cloud AI means sending your data to someone else's servers. Local models keep everything in-house. Here are the best open-weight models, deployment tools, and what you need to run them.
/12 min readAI Coding Tools, Agents & Multi-Agent Orchestration: A Practical Enterprise Guide
AI has moved from autocomplete to autonomous agents that plan, execute, and verify code. This guide covers the tool landscape, multi-agent workflows, compliance considerations, and a structured adoption strategy for engineering teams.
/10 min readKarpathy's AutoResearch: What Happens When AI Does the Research Overnight
Andrej Karpathy released AutoResearch in March 2026, an open-source framework that sends AI coding agents to run machine learning experiments autonomously while you sleep. 65k GitHub stars in weeks. Here is what it actually does and why it matters.
/12 min readWhat Is Hermes Agent? Definition, Features, and Learning Loop (2026)
Hermes Agent is Nous Research's open-source autonomous AI with a built-in learning loop. Here is what it is, how it works, and what its 24,600+ GitHub stars in eight weeks reflect about community interest.
/11 min readPaperclip: The Open-Source Control Plane for AI-Agent Companies
Paperclip is not another task runner. Launched in March 2026, it gives multi-agent teams org charts, budgets, audit trails, and board-level governance. Here is what it is, how it works, and why it matters.