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AI Coding Workflow

How to run a talk-point-draw feedback loop with an agent, and which tools fit which job.

AI Coding Workflow

What is visual feedback for AI coding agents?

Show an AI coding agent what is wrong on screen instead of describing it: the four kinds of tools, what each costs, and why 3,500 tokens beats 80,730.

Updated August 2026 · 9 min read
AI Coding Workflow

AI coding agent glossary: 24 terms, defined

Token, context window, image tokens, MCP, skill, compaction, prompt caching, REVIEW.md, frame dump: 24 terms defined in under 75 words each.

Updated August 2026 · 9 min read
AI Coding Workflow

MCP Explained (For People Who Just Want More)

MCP is an open-source standard, hosted by The Linux Foundation, that lets an AI agent call real tools and data instead of only generating text.

Updated August 2026 · 9 min read
AI Coding Workflow

The vibe coding workflow: a working setup for solo builders

Vibe coding is describe, generate, look, react. The look-and-react half has almost no tooling, and one screenshot costs 2,691 tokens before you speak.

Updated August 2026 · 9 min read
AI Coding Workflow

Vibe Coding Tools in 2026: The Honest Stack

The 2026 vibe-coding stack has four jobs: agents, voice input, review and testing. Every price here was re-read on the vendor page on 16 August 2026.

Updated August 2026 · 7 min read
AI Coding Workflow

Screen Recording for Claude Code: What Works in 2026

Four ways to show Claude Code your screen, priced: raw video it cannot open, a frame dump at 80,730 tokens, screenshots, and a bundle at about 3,500.

Updated August 2026 · 7 min read
AI Coding Workflow

Can you feed a Loom video to an AI coding agent?

Loom's AI reads the transcript, not the pixels. Frame-dumping a 30-second Loom costs 80,730 tokens; a narrated bundle costs about 3,500.

Updated August 2026 · 7 min read
AI Coding Workflow

Best Tools for Giving AI Coding Agents Feedback (2026)

Eleven tools that turn your screen into feedback an AI coding agent can read. Every price re-read on its vendor page on 16 Aug 2026: free to $39 once.

Updated August 2026 · 8 min read
AI Coding Workflow

Give Your AI Agent Visual Feedback Without Burning Tokens

Narrate and point instead of pasting screenshots into Claude Code or Cursor. A spoken review costs about 150 tokens; one 1080p screenshot costs 2,691.

Updated August 2026 · 7 min read