Agent skill

differential-fuzzer

Information about the differential fuzzer tool, how to run it and use it catch bugs in Turso. Always load this skill when running this tool

Stars 18,059
Forks 817

Install this agent skill to your Project

npx add-skill https://github.com/tursodatabase/turso/tree/main/.claude/skills/differential-fuzzer

SKILL.md

Differential Fuzzer

Always load Debugging skill for reference

The differential fuzzer compares Turso results against SQLite for generated SQL statements to find correctness bugs.

Location

testing/differential-oracle/fuzzer/

Running the Fuzzer

Single Run

bash
# Basic run (100 statements, random seed)
cargo run --bin differential_fuzzer

# With specific seed for reproducibility
cargo run --bin differential_fuzzer -- --seed 12345

# More statements with verbose output
cargo run --bin differential_fuzzer -- -n 1000 --verbose

# Keep database files after run (for debugging)
cargo run --bin differential_fuzzer -- --seed 12345 --keep-files

# All options
cargo run --bin differential_fuzzer -- \
  --seed <SEED>           # Deterministic seed
  -n <NUM>                # Number of statements (default: 100)
  -t <NUM>                # Number of tables (default: 2)
  -c <NUM>                # Columns per table (default: 5)
  --verbose               # Print each SQL statement
  --keep-files            # Persist .db files to disk

Continuous Fuzzing (Loop Mode)

bash
# Run forever with random seeds
cargo run --bin differential_fuzzer -- loop

# Run 50 iterations
cargo run --bin differential_fuzzer -- loop 50

Docker Runner (CI/Production)

bash
# Build and run from repo root
docker build -f testing/differential-oracle/fuzzer/docker-runner/Dockerfile -t fuzzer .
docker run -e GITHUB_TOKEN=xxx -e SLACK_WEBHOOK_URL=xxx fuzzer

Environment variables for docker-runner:

  • TIME_LIMIT_MINUTES - Total runtime (default: 1440 = 24h)
  • PER_RUN_TIMEOUT_SECONDS - Per-run timeout (default: 1200 = 20min)
  • NUM_STATEMENTS - Statements per run (default: 1000)
  • LOG_TO_STDOUT - Print fuzzer output (default: false)
  • GITHUB_TOKEN - For auto-filing issues
  • SLACK_WEBHOOK_URL - For notifications

Output Files

All output goes to simulator-output/ directory:

File Description
test.sql All executed SQL statements. Failed statements prefixed with -- FAILED:, errors with -- ERROR:
schema.json Database schema at end of run (or at failure)
test.db Turso database file (only with --keep-files)
test-sqlite.db SQLite database file (only with --keep-files)

Reproducing Errors

Always follow these steps

  1. Find the seed in the error output:

    INFO: Starting differential_fuzzer with config: SimConfig { seed: 12345, ... }
    
  2. Re-run with that seed:

    bash
    cargo run --bin differential_fuzzer -- --seed 12345 --verbose --keep-files
    
  3. Check output files:

    • simulator-output/test.sql - Find the failing statement (look for -- FAILED:)
    • simulator-output/schema.json - Check table structure at failure time
  4. Create a minimal reproducer

    • Create reproducer in .sqltest or in .rs always load Debugging skill for reference
  5. Compare behavior manually: If needed try to compare the behaviour and produce a report in the end. Always write to a tmp file first with Edit tool to test the sql and then pass it to the binaries.

    bash
    # Run failing SQL against SQLite
    sqlite3 :memory: < simulator-output/test.sql
    
    # Run against tursodb CLI
    tursodb :memory: < simulator-output/test.sql
    

Understanding Failures

Oracle Failure Types

  1. Row set mismatch - Turso returned different rows than SQLite
  2. Turso errored but SQLite succeeded - Turso rejected valid SQL
  3. SQLite errored but Turso succeeded - Turso accepted invalid SQL
  4. Schema mismatch - Tables/columns differ after DDL

Warning (non-fatal)

  • Unordered LIMIT mismatch - LIMIT without ORDER BY may return different valid rows

Key Source Files

File Purpose
main.rs CLI parsing, entry point
runner.rs Main simulation loop, executes statements on both DBs
oracle.rs Compares Turso vs SQLite results
schema.rs Introspects schema from both databases
memory/ In-memory IO for deterministic simulation

Tracing

Set RUST_LOG for more detailed output:

bash
RUST_LOG=debug cargo run --bin differential_fuzzer -- --seed 12345

Expand your agent's capabilities with these related and highly-rated skills.

tursodatabase/turso

debugging

How to debug tursodb using Bytecode comparison, logging, ThreadSanitizer, deterministic simulation, and corruption analysis tools

18,059 817
Explore
tursodatabase/turso

async-io-model

Explanations of common asynchronous patterns used in tursodb. Involves IOResult, state machines, re-entrancy pitfalls, CompletionGroup. Always use these patterns in `core` when doing anything IO

18,059 817
Explore
tursodatabase/turso

index-knowledge

Generate hierarchical AGENTS.md knowledge base for a codebase. Creates root + complexity-scored subdirectory documentation.

18,059 817
Explore
tursodatabase/turso

testing

How to write tests, when to use each type of test, and how to run them. Contains information about conversion of `.test` to `.sqltest`, and how to write `.sqltest` and rust tests

18,059 817
Explore
tursodatabase/turso

memory-benchmark

How to benchmark and analyze memory usage in Turso using the memory-benchmark crate and dhat heap profiler. Use this skill whenever the user mentions memory usage, memory profiling, allocation tracking, heap analysis, memory regression, memory benchmarking, dhat, or wants to understand where memory is being allocated during SQL workloads. Also use when investigating memory growth in WAL or MVCC mode. IMPORTANT - If you modify the perf/memory crate (add profiles, change CLI flags, change output format, etc.), update this skill document to reflect those changes so it stays accurate for future agents.

18,059 817
Explore
tursodatabase/turso

code-quality

General Correctness rules, Rust patterns, comments, avoiding over-engineering. When writing code always take these into account

18,059 817
Explore

Didn't find tool you were looking for?

Be as detailed as possible for better results