Free sample: session survival / thrash defense for agent runtimes.
Not a privacy or upload-control product. MIT-friendly.
Retries cost tokens, not just time:
cost(n) = baseTokens × mult^n
Harness: 100 agents · 8 steps · 75% tool fail · tiktoken cl100k_base · mult=1.45
| Tokens | |
|---|---|
| Naive fleet backoff | 49.44M |
| Paradox (breaker + zero-RTT prune + fleet wallet) | 817.5k |
| Saved | |
| 98.3% |
pip install tiktoken
python proof_of_burn_standalone.py
Expected:
SAVED 48.62M (98.3%)
PROOF_OF_BURN_PASS
Local verification (Windows, 2026-08-03): same numbers with HONEST_BENCHMARK_CLASS: 90%+.
- 98.3% is a harness result under the stated parameters — re-run yourself.
- Live production savings must be measured on your estate separately.
MIT — run the script. Keep the invariant.
source & further reading
github.com — original article