Skip to content Text size 100%
Experiment in progress — chat with Alex, our AI agent, for an intelligent conversation about wikiTaTa.

← Home

01 — Memory

Project Memory

Your project stops forgetting.

AI is brilliant in a single conversation and amnesiac the next morning. wikiTaTa fixes the memory, not the intelligence — every decision, bug, spec, and note becomes durable, structured, recallable knowledge.

Project Memory graphic

What it is

wikiTaTa gives your project a persistent memory system. Instead of important details disappearing into old chats, every decision, bug, specification, deployment note, task, and conversation becomes part of a structured knowledge base that AI and humans can continuously reference. The result is far less repeated prompting, better continuity, and a project that becomes smarter over time instead of more fragmented.

How it works

Cards are the unit

Every piece of knowledge — a decision, a spec, a bug, a contact, a runbook — is a structured card. Cards have a title, body, tags, priority, and links to other cards, so knowledge is connected rather than scattered across chat logs.

Tiered recall

Each card carries a one-line summary, a key-points view, and full content. Agents pull the smallest slice that answers the question — a headline when scanning, the full body only when actively working — so context stays focused and cheap.

Semantic search

Cards are embedded, so you find knowledge by meaning, not just keywords. Ask "how did we handle rate-limiting?" and the right card surfaces even if it never used those words.

Agents read and write

Your AI agents reference cards before acting and propose updates as work happens — so the memory compounds instead of going stale. New sessions start already knowing what the last one learned.

What it changes for you

  • Stop re-explaining your project at the start of every session.
  • Decisions stay decided — no re-litigating the same question next week.
  • Onboarding a new teammate or a new agent means pointing at the cards, not a brain-dump.
  • The project gets sharper the longer you use it, instead of more fragmented.
Building with AI?

wikiTaTa is in private early access. If this is your kind of problem, request an invitation.