Debugging Guide
SkillDatabases & dataTeaches your agent how to debug the Turso database using logging, sanitizers, and simulation tools.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Debugging Guide skill
About this capability
How to debug tursodb using Bytecode comparison, logging, ThreadSanitizer, deterministic simulation, and corruption analysis tools
What this skill tells your AI
The instructions your AI receives, as published by tursodatabase/turso in .claude/skills/debugging/SKILL.md and read by ahel’s review.
Bytecode Comparison Flow
Turso aims for SQLite compatibility. When behavior differs:
1. EXPLAIN query in sqlite3
2. EXPLAIN query in tursodb
3. Compare bytecode
├─ Different → bug in code generation
└─ Same but results differ → bug in VM or storage layer
Example
# SQLite
sqlite3 :memory: "EXPLAIN SELECT 1 + 1;"
# Turso
cargo run --bin tursodb :memory: "EXPLAIN SELECT 1 + 1;"
Manual Query Inspection
cargo run --bin tursodb :memory: 'SELECT * FROM foo;'
cargo run --bin tursodb :memory: 'EXPLAIN SELECT * FROM foo;'
Logging
# Trace core during tests
RUST_LOG=none,turso_core=trace make test
# Output goes to testing/test.log
# Warning: can be megabytes per test run
Threading Issues
Use stress tests with ThreadSanitizer:
rustup toolchain install nightly
rustup override set nightly
cargo run -Zbuild-std --target x86_64-unknown-linux-gnu \
-p turso_stress -- --vfs syscall --nr-threads 4 --nr-iterations 1000
Deterministic Simulation
Reproduce bugs with seed. Note: simulator uses legacy "limbo" naming.
# Simulator
RUST_LOG=limbo_sim=debug cargo run --bin limbo_sim -- -s <seed>
# Whopper (concurrent DST)
SEED=1234 ./testing/concurrent-simulator/bin/run
Architecture Reference
- Parser → AST from SQL strings
- Code generator → bytecode from AST
- Virtual machine → executes SQLite-compatible bytecode
- Storage layer → B-tree operations, paging
Corruption Debugging
For WAL corruption and database integrity issues, use the corruption debug tools in scripts.
See references/CORRUPTION-TOOLS.md for detailed usage.
Signals
- GitHub stars
- 24k
- Forks
- 1k
- Last commit
- Sep 2026
- Hacker News mentions
- 20
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debugging-tursodatabase- Source
- github.com/tursodatabase/turso