earn
Earn AI Stocks while you code
Every approved session that clears the quality bar and enters the training corpus earns you AI Stocks. Your holdings grow on your dashboard while you work.
Live · Works with Claude Code, Cursor & Codex→
Earn AI Stocks from your coding data.
Contribute Claude Code, Cursor, and coding-agent sessions to train better AI. Digg runs quietly beside the tools you already use, strips secrets and PII on your machine, and every approved session you contribute earns you AI Stocks.
Works inside your tools
session
youfix the flaky billing retry test
actiongrep "retry" src/billing/*.py
reasonrace on the idempotency key at worker.py:88
edit+12 −4 guard the retry window
toolpytest -q → 3 passed
outcometests green · committed
what you get
Kept for youview, search, share anytime
privateSecrets strippedon your machine, before upload
2 removedInto the training corpusonly when you approve it
approvedEarns AI Stockscredited to your holdings
+0.12 unitsWhy developers use Digg
Your AI coding sessions are valuable. Digg turns them into AI Stocks.
Every day you generate exactly the data AI labs need to train coding agents, and then it's deleted. Digg captures it consent-first, cleans it on your machine, and gives you a stake in what it builds.
private
Private by design
Secrets, PII, and your username in file paths are removed on your machine before anything uploads. You get a receipt of exactly what was stripped.
control
Always in control
Choose which repos are captured, review every session, and share or delete anything, anytime.
No labeling tasks. No extra work. Digg turns the coding you already do into AI Stocks, while keeping your secrets on your machine.
How it works
From your editor to your holdings.
One command to install. Nothing changes about how you code.
01
Install
One command installs the digg CLI. Sign in once and capture starts on its own.
02
Code as usual
Keep using Claude Code, Cursor, or Codex. Digg only records the sessions you approve, nothing else.
03
Cleaned on your machine
Secrets, PII, and your username are stripped on-device, then a server re-scan double-checks before anything is stored.
04
Earn AI Stocks
Sessions that join the training corpus earn you AI Stocks. Track your holdings on your dashboard.
Your code, your call. Everything is opt-in, reviewable on your dashboard, and deletable at any time.
The product
Digg Code, for the tools you already use.
Live for Claude Code and Cursor today. Digg Light and team plans extend it to more of your workflow.
Digg Code
Earn AI Stocks from real coding sessions, automatically.
One command in your terminal. It turns the sessions you approve from Claude Code, Cursor, and Codex, prompts, tool calls, edits, tests, and outcomes, into clean training data and rewards you with AI Stocks. Nothing changes about how you code.
Get Digglive · macOS & Linux
For AI teams
Real, outcome-verified data, sourced with consent.
The other side of the network: when developers approve their sessions, AI teams license clean, privacy-filtered training and evaluation assets.
SFT · demonstrations
Post-training data
Validated task trajectories: context, tool calls, corrections, and successful outcomes.
fine-tuningdomain adaptation
RL · verified reward
RL tasks & verifiers
Reproducible tasks with reference outcomes and executable verification, real reward signal, not self-report.
process supervisionrubrics
training · benchmarking
Agent environments
Resettable environments across repos, terminals, and APIs, with observable state and measurable completion.
ground truthresets
browser · desktop
Computer-use trajectories
Time-ordered actions, state changes, retries, corrections, and completion signals.
multi-appactions
Model-ready assets, never raw activity. Every asset is explicitly approved, privacy-filtered, and provenance-tracked. Partner with Digg →
Privacy & control
Your secrets never leave your machine.
Digg strips secrets and PII on-device, shows you a receipt of what was removed, and only uploads the sessions you approve. Delete anything, anytime.
Consent-first
Only the sessions you approve are ever captured
Cleaned on-device
Secrets & PII removed before anything leaves your machine
You earn AI Stocks
For every approved session that enters the training corpus
On-device redactionCounts-only receiptsDelete anytimeChoose your reposSee every sessionAI Stocks per session
It's free to start
Start earning AI Stocks for the coding you already do.
Install Digg, keep coding the way you already do, and earn AI Stocks when your approved sessions join the training corpus. Your secrets stay on your machine.