Technical overview

The full picture.

You've seen the pitch. Here's how wikiTaTa actually works — the architecture, the trade-offs, and what's shipping now versus what's coming next.

The problem

AI development has a memory problem.

Every AI coding tool forgets everything between sessions. That's not a minor inconvenience — it's a compounding tax on every project you build.

Token burn

You re-explain your project, your stack, your decisions — every single session. That's real money spent saying the same thing twice.

Context loss

The AI helped you make a decision on Tuesday. By Thursday, it doesn't remember. You make a contradicting decision. Something breaks.

Error compounding

You run step 3 before step 2. The AI doesn't stop you. Now you're debugging a problem that shouldn't exist.

Invisible history

Two weeks from now, something breaks. No audit trail. No record of what changed, when, or why. You're starting the investigation from zero.

The "simple app" trap

You start with one idea. Four sessions later, you've lost the thread entirely. The project that was supposed to take a weekend is now in its third week.

How wikiTaTa solves it

Six layers. One system.

01 — Session continuity

Every conversation remembered.

Every AI exchange is logged to a permanent Supabase database in real time. Side thoughts, decisions, and context are captured automatically.

Your next session loads the full history before you type a word. The AI knows what you decided, what you tried, and what you ruled out.

02 — Stepped execution

Can't run things out of order.

Multi-step tasks are presented as sequenced widgets with per-step checksums. Paste the result back and the system verifies order and origin.

Each step is locked until the previous one completes. The checksum confirms you ran the right command, from the right directive, in the right sequence.

03 — Audit trail

Trace anything. Weeks later.

Every conversation, deploy, and decision gets a timestamp and a directive ID. Search by date, by project, by keyword.

Something broke? Find the exact session, the exact decision, the exact moment things changed. Typically takes about 30 seconds.

04 — Directive system

Every task gets a unique ID.

Cards with priorities, statuses, prerequisites, and full history. Side thoughts captured mid-conversation are archived and linked automatically.

Directives chain together with prerequisite tracking. You can't start D-05 until D-04 is marked complete. The system enforces the sequence you designed.

05 — Version control + AI

Know what changed. And when.

Full git integration with an AI layer that understands the changes. Ask "what broke between Tuesday and now" and get a real answer, not a diff.

The system tracks not just code changes but the decisions that led to them. Every commit is linked back to the directive and conversation that produced it.

06 — Cherry-pick across versions

Take the best parts. Leave the rest.

"I liked the header from yesterday's version and the layout from this morning's." Say that, and the system assembles it.

No manual merging. No file archaeology. The AI understands version history well enough to combine elements from different points in time.

Before and after

The difference is immediate.

Without wikiTaTa

Every session starts from zero
Re-explain your entire project. Again.
No idea what the AI did last time
Steps run out of order — nothing stops you
Something broke? Good luck finding when.
"Simple app" becomes a three-week spiral

With wikiTaTa

Context loads before you type a word
Every decision already in the system
Full session history, searchable
Stepped execution with checksum verification
30-second audit trail to the exact change
Directive chains keep the project on track

Under the hood

Four layers. One system.

Memory

        Wiki Cards
        Session Events
        Side Thoughts
        Prime Directive
        Audit Trail
      
Execution

        Stepped Commands
        Checksum Verify
        Prereq Chains
        Step Locking
        Directive IDs
      
Workspace

        Project Dashboard
        Card Filters
        Search
        Version History
        Cherry-pick
      
Security

        URL Obscurity
        SHA-256 Gate
        PIN Pad
        Client-side Hash
        Zero Cleartext
      

We didn't build a feature. We built the whole system. And it's just getting started.

The deeper you look, the more you find.

Early access

You've read the details.
Ready to try it?

wikiTaTa is in private early access for developers and founders building with AI. Every inquiry gets a personal response.

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You'll hear back within 24 hours.