Agentic, RAG, MCP, deterministic, hallucination. The AI words everyone repeats in meetings, explained in plain language and placed on one simple picture.

Every new agent session rebuilds the same understanding of your repo from scratch, and across a platform of many services that costs real tokens and real time. OpenWiki writes a linked wiki you commit alongside the code, so the next session reads a page instead of the repository. How it works, how it handles going stale, and how to run it on a Claude subscription with no API key.

How I am using Claude Design to build a fitness app: every screen on one canvas as live HTML, the bugs it caught, and the handoff to Claude Code over MCP.

Every Claude Code guide gives the same advice. Here is where I landed after pushing back on each piece of it, and the one idea underneath all six.

A hands-on guide to pointing Claude Code at free-tier models through OmniRoute: auto-routing with fallbacks, stacked RTK→Caveman compression, and how to verify all of it actually works.

A practical, step-by-step guide to spec-driven development with GitHub Spec Kit and Claude Code: install it, run the constitution, specify, clarify, plan, tasks, analyze, and implement commands, know what to review at each step, and keep the spec alive as new requirements and bugs arrive.

A practical guide to how memory works in Claude: working, semantic, procedural, and episodic, with pros, cons, token costs, and best practices across Claude Code, Claude Desktop, and Claude Cowork.

portfolio-copilot is a free, open-source Claude plugin for Indian retail investors: daily briefings, stop-loss audits, mutual fund rebalancing, and risk checks. Works live with broker MCPs or with any broker via statement upload.

How I used Claude to audit 642 files across a cluttered Google Drive, detect duplicates, rename ambiguous files, and reorganize everything, plus the one technical blocker that almost stopped it before it started.

Build a custom two-line status line for Claude Code so you can see the model, folder, git status, and session cost at a glance, handy when you're juggling several Windows Terminal tabs. Includes a working Node.js script.