AISOFT LLC Agentic Engineering

Memory

Durable facts that accumulate over time — decisions, scars, what worked and what didn’t. The layer that makes month-three you faster than month-one you.

The model

One fact per file. A file is cheap. A file that tries to hold five facts gets stale in five ways.

Each file, short, with a little frontmatter so it’s findable:

---
name: short-kebab-slug
description: one-line summary — used to decide if this is relevant to recall
type: decision | scar | reference | convention
---

The fact. If it's a decision or a scar, follow with **Why** and **How to apply**.
Link related memories with [[their-slug]].

Types

  • decision — a choice made and the reasoning, so it isn’t relitigated. (“We use X over Y because…”)
  • scar — something that broke, why, and the lesson. The expensive ones. (“Deploy looked done but wasn’t because…”)
  • reference — a pointer to an external resource (dashboard, doc, ticket).
  • convention — a settled pattern, if it’s too specific for CLAUDE.md.

The index

Keep a MEMORY.md index with one line per memory, for example - title: memory-slug - hook. That’s what an agent scans to decide what to pull. The individual files are the content; the index is the table of contents.

Hygiene

  • Before adding a fact, check if a file already covers it — update, don’t duplicate.
  • A memory that turns out wrong gets deleted, not left to mislead.
  • Don’t store what the repo already records — code structure, git history, things in CLAUDE.md. Store what was non-obvious.
  • Memories reflect what was true when written. If one names a file or flag, the agent verifies it still exists before acting on it.

Start empty

This folder ships empty on purpose. It fills as real work happens. The first scar you write down is the moment the second brain starts paying you back.