Guided build workflow + project memory
Keep your AI build on path.
AIAnchor gives your project a Build Path, turns checkpoints into AI-ready prompts, and helps you review what changed after each AI coding session.
Use Claude, ChatGPT, Cursor, Codex, Gemini, or whatever comes next.
No native AI costs. Use the AI tools you already pay for.
Not sure where to start?
Starting fresh, anchoring an existing project, or recovering a messy AI build — the free Starter Kit turns any starting point into a ready-to-use Build Path prompt in about 5 minutes.
AIAnchor/My SaaS ProjectMVP · Core features
Set up user authentication endpoint
Build Path
Memory suggestions
Next checkpoint →
How it works
A repeating loop that keeps your AI build moving forward, checkpoint by checkpoint.
01
Start with a Build Path
Anchor an existing project or start fresh. AIAnchor turns your project into phases and checkpoints — a clear path from where you are to where you're going.
02
Work the current checkpoint
Start Working generates a focused prompt using the current checkpoint, your project memory, and guardrails. No blank slate, no re-explaining from scratch.
03
Run it in your AI tool
Use the AI tool you already prefer — Claude, ChatGPT, Cursor, Codex, Gemini, local models, or whatever comes next. Copy the prompt, run it, get a response.
04
Paste the response back
Bring the full AI response back into AIAnchor. It surfaces memory suggestions, risks, and project updates for you to review — nothing is auto-saved without your approval.
05
Choose your outcome
Move on, retry, fix something, test first, wrap up, or change direction. AIAnchor advances the Build Path and prepares the next checkpoint.
CLAUDE.md tells AI what to know.
AIAnchor tells you what to do next.
Static context file
CLAUDE.md / AI context files
- —Stores what the AI should know
- —Set it and forget it
- —Does not change between sessions
- —Does not know what to do next
- —Does not review AI responses
Useful as a starting point. Not enough on its own.
Guided workflow
AIAnchor
- →Guides what to do next, not just what to know
- →Updates after every AI session
- →Turns checkpoints into focused prompts
- →Reviews AI responses and surfaces updates
- →Keeps project memory current and actionable
Export a fresh context file anytime — including Build Path, active constraints, and session learnings. AIAnchor generates it; your AI tool uses it.
What's inside
Built for AI-assisted builders who want structure without a project manager.
Build Path
Turn your project into phases and checkpoints. AIAnchor always knows what's current, what's next, and what's done.
Guided prompts
Start Working generates a focused prompt from your current checkpoint, active constraints, and project memory. Copy it into any AI tool.
Response review
Paste your AI response back and review suggested memories, risks, and Build Path updates — before anything is saved.
Project memories
Save durable decisions, constraints, bug lessons, and do-not-change rules that survive across every AI coding session.
Memory Inbox
Queue AI-suggested memories for review at your own pace. No forced interruptions in the middle of a build.
AI Tool Bridge
Let external AI tools send suggestions into AIAnchor for review. Works with any tool that can produce structured output.
Rule-based context export
Generate clean context for any AI tool you use. Deterministic, not black-box — you always know exactly what AI will see.
What it is not
AIAnchor is the guided workflow layer between your project and the AI tools you already use. It stores what matters, prompts the next step, and reviews what changed — so you stay on path across every session.
Pricing
Free
$0
1 project · 50 memories
Try the guided loop on one serious project. No card required.
Builder
$10/mo
5 projects · 500 memories
Keep several AI builds on path at once without losing context when you switch.
Pro
$25/mo
Unlimited · AI Tool Bridge
Unlimited projects plus AI Tool Bridge. Nothing gets dropped when a project goes quiet.
Give your AI build a path.
Free to start. Use the AI tools you already pay for.