DevMemory 🧠🚀

Track which AI wrote which line of code.

DevMemory automatically captures AI code attribution and makes it queryable. Know which AI tool wrote what, see diffs, and integrate with Sentry for AI-attributed error tracking.

Quick Start

# One-line install
curl -sSL https://raw.githubusercontent.com/AI-Provenance/ai-dev-memory/main/scripts/install.sh | bash

Or install manually:

# 1. Install
pip install devmemory

# 2. Setup in your repo (one-time)
cd your-project
devmemory install --mode local

# 3. That's it! Make commits normally
git commit -m "feat: new login"
# ✓ AI attribution auto-synced to SQLite

# 4. Query attributions anytime
devmemory attribution lookup src/main.py 42
devmemory attribution lookup src/main.py 42 --diff  # Show git diff

Everything is automatic — no manual sync needed. After installation, every commit automatically syncs AI attribution data to local SQLite.

What You Get

🔍 Line Attribution

See who wrote any line of code:

devmemory attribution lookup src/auth.py 15

# Output:
# File: src/auth.py
# Line: 15
# Commit: abc123
# ✓ AI-generated
# Tool: opencode
# Model: opencode/trinity-large
# Prompt ID: 7a66807c780f

📝 Git Diff Integration

See the actual changes when the line was added:

devmemory attribution lookup src/auth.py 15 --diff

# Shows:
# - Which commit modified the line
# - Full git diff with syntax highlighting
# - Target line marked with "<<< TARGET LINE"

📜 Attribution History

View all commits that touched a file:

devmemory attribution history src/auth.py

🚨 Sentry Integration

Errors in production show which AI wrote the buggy code:

import sentry_sdk
from devmemory.sentry import create_before_send

sentry_sdk.init(
    dsn="YOUR_SENTRY_DSN",
    before_send=create_before_send(),
)

Sentry events automatically include:

ai_tool — which AI wrote the code
ai_model — which model was used
commit_sha — which commit introduced it
prompt_id — link back to the original prompt

Installation Details

Prerequisites

Python 3.10+
Git AI — auto-installs AI attribution tracking

Setup Steps

# Install DevMemory
pip install devmemory

# Initialize in your repo
devmemory install --mode local

# What this does:
# ✓ Installs git hooks (auto-sync on every commit)
# ✓ Creates .devmemory/attributions.db (SQLite)
# ✓ Configures git-ai for prompt capture

After Installation

Just work normally:

Make changes with AI tools (Cursor, Claude, OpenCode etc.)
Git AI captures attribution automatically
DevMemory syncs to SQLite after each commit
Query anytime with devmemory attribution commands

No manual sync needed — it's all automatic!

Commands

Attribution Commands

Command	Description
`devmemory attribution lookup <file> <line>`	Who wrote this line?
`devmemory attribution lookup <file> <line> --diff`	Show git diff for this line
`devmemory attribution show <file>`	All attributions for a file
`devmemory attribution list`	List all tracked files
`devmemory attribution history <file>`	Commit history for a file

Utility Commands

Command	Description
`devmemory status`	Check system health
`devmemory sync --latest`	Manual sync (only if needed)

How It Works

Capture: Git AI tracks which AI tool wrote each line
Store: DevMemory stores attributions in local SQLite (.devmemory/attributions.db)
Auto-sync: Git hooks sync after every commit — zero manual work
Query: CLI commands query SQLite instantly, offline

Data stays local — works offline, no cloud required.

Cloud Mode COMING SOON...

For teams wanting advanced features:

Semantic search across codebase
Team analytics dashboard
AI agent context integration
Shared attribution database

devmemory install --mode cloud --api-key YOUR_KEY

Get API key at aiprove.org

Requirements

Python 3.10+
Git AI — auto-installed during setup
SQLite — included with Python

Stop wondering "who wrote this?" — DevMemory knows.

Metadata

Release files for devmemory 0.3.2

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for devmemory 0.3.2
File	Size	Uploaded
devmemory-0.3.2.tar.gz	149.7 kB	Mar 3, 2026	Details

Built distribution (wheel)

Table of built distributions (wheels) for devmemory 0.3.2
File	Interpreter	ABI	Platform	Reset
devmemory-0.3.2-py3-none-any.whl 82.4 kB Mar 3, 2026	Python 3	none	any	Details

Total release size: 232.2 kB

Release files / devmemory-0.3.2.tar.gz

Download URL	devmemory-0.3.2.tar.gz
Size	149.7 kB
Tags	Source
SHA-256 checksum How to use checksums	`9920bd8d7866509aa84d57120622324b0c32059f1d32f9d78f61565c499d1ee5`
BLAKE2b-256 checksum How to use checksums	`d165d4b3b9ac5b77e1e2a3d88f573641060df366354b1ed75535914a812f7e83`
Upload date	Mar 3, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Release files / devmemory-0.3.2-py3-none-any.whl

Download URL	devmemory-0.3.2-py3-none-any.whl
Size	82.4 kB
Tags	Python 3
SHA-256 checksum How to use checksums	`46b8967de475bbf41c575c4f3174bc8966f0160fbedf9ac9b0544f1897bbefa9`
BLAKE2b-256 checksum How to use checksums	`c47f1dbc5905fbaff4f7729cc546c19d0aaa4b3a30102d0192d199a05cc6fffd`
Upload date	Mar 3, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/6.1.0 CPython/3.13.7`