... previous step. 3. **Data Privacy**: Reluctance to upload proprietary codebase directories or idea drafts to external databases. That s why I built SoloMap: a **local-first AI roadmap and agent task coordinator** that lives entirely inside VS Code. ### How it works: 1. **Initialize**: Run the extension, choose a project folder, and SoloMap creates a starter roadmap node. 2. **Generate & Refine**: Let your local agent CLI (like Antigravity `agy`, Claude Code, or Codex) modify and write the real `roadmap.csv ... ... your folder. 3. **Execute**: Expand any roadmap node to launch a dedicated conversation in VS

... TolleCode for VS Code is now live (v0.1.0 Beta) I just released the first beta version of the Tollecode vscode

... Average monthly retainer for AI visibility audits 1,200 2,500 Average monthly retainer for ongoing AI visibility + content 2,500 5,000 First-mover advantage is real. The agencies offering this now are locking in clients before competitors even know the category exists. Service Model #1: The One-Time AI Visibility Audit What it is: A comprehensive audit showing where the client appears (or doesn't) across ChatGPT, Google SGE, Perplexity, and Gemini. Deliverables: 20 50 keywords analyzed Screenshots ... ... actual AI answers Competitor

... answer first. If they find it immediately, they cite it. The structure makes extraction easy. Step 2: The Comparison Page Template Comparison pages drove 40% of our citation growth. Here's our exact template: Title: [Brand X] vs [Brand Y]: Which is better for [use case]? Quick verdict (100 words) Who wins and why One sentence summary Feature comparison table Feature Brand X Brand Y Feature A Feature B Feature C Price XX YY Detailed breakdown (by feature) How each ... ... margin of error. Result: This block was cited verbatim by Perplexity within two weeks. Step 5: The 90-Day Update Cycle We analyzed citation decay across 500 pages. The drop-off is steep: Months Since Update Citations (vs

... break down when to use which for the best experience. The Mobile App: Your On-the-Go Command Center This is your tool for immediate awareness. Open it for a quick glance at a loved one's ETA, to confirm a safe arrival with one tap, or to silence an alert while you're out. It's built for speed and convenience. The interface is simplified, showing you just what you need in the moment. The Web Dashboard ...

... Netflix uses for recommendations). Here's the flow: USER FEEDBACK LOOP Write AI Suggests Accept/Deny/Retry System Learns Model Stats DB Model A: 85% Success rates Model B: 72% Model C: 91% Use this one! Thompson Sampling Algorithm Balances exploration vs exploitation Try new models Use proven models (10% of time) (90% of time) What's Thompson Sampling? Think of it like this: The Casino Analogy: You walk into a casino with 5 slot machines. Some pay out more than others ... ... emails Mistral is fastest for quick edits Week 3: Sarah just writes SourcePilot automatically uses GPT-4 for blog posts Switches to Claude when she's writing emails Uses Mistral for quick grammar checks Sarah's accept rate: 91% (vs

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