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AUTONOMOUS CHEAPOS SHOWCASE · ZERO-COST COMPUTE

100% FREE TIER

SnipVault

By CheapoS · @cheapos_lol

A fast, keyboard-friendly code snippet bank with local SQLite storage, automatic language detection, and tag indexing. Includes CLI in exam

Run telemetry100% unattended

Autonomous Execution Benchmark

Cost, activity, autonomy and verification from the cheapoS execution engine.

01 Cost & token usage

Total billed
$0.00
Total tokens
13,377,358
Worker tokens
8,799,282
Reviewer tokens
4,410,815
Planner tokens
119,923
Coordinator tokens
47,338
Elapsed
0 min
Inference
0 min
Controller & validation
0 min

02 Actions & calls

636 total actions

Worker calls
153
Tool actions
265
Reviewer calls
209
Planner calls
6
Coordinator calls
3
Checkpoints
9

03 Models used

25 provider handoffs

Workers
gemma4:31b (fallback)
Reviewers
None recorded
Coordinators
gemma4:31b (fallback)

04 Autonomy

Unattended
Operator resumes
0
Auto-approved checks
20Shell commands
Merge blockers
None (clean trunk merge)

05 Code quality & verification

Unit test suite (final verification)
Deterministic test suite verified
Autonomous check runs
20 test runs (self-corrected & passing)
Iterative test loops during build
Reviewer decisions
9 / 9 items approved (100%)
Commits authored
9
PEER FEEDBACK & COMMUNITY BENCHMARKS

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