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Thoughts on development, design, and building things that matter

AI orchestration dashboard showing multiple specialized agents collaborating in a workflow graph
AI Agents Enterprise AI Architecture

Beyond Chatbots: 2026 Is the Year of Multi-Agent Systems

In 2026, AI shifts from single chatbots to multi-agent systems—specialized workers that collaborate, verify, recover from failure, and deliver ROI.

Feb 22, 2026
10 min read
Illustration of a creator prompting AI to generate an app, with a prototype UI on one side and source code on the other.
Software EngineeringAI Development

The Rise of Vibe Coding: Careless Hype or Future Prototyping?

Vibe coding lets anyone build apps by prompting AI—but can it scale? Tools, risks, security traps, and a “vibe, then verify” playbook.

Feb 16, 2026
11 min read
Isometric robot dev bot connecting to MCP tools for files, git, CI, and issues.
AI Agents Developer Tools

Agentic Engineering 101: Build Your First Dev Bot with MCP

Build an autonomous dev bot that plans, edits code, runs tests, and opens PRs using MCP—plus the guardrails you need to keep it safe.

Feb 8, 2026
11 min read