Coding agents are non-deterministic. Run the same prompt twice, get two different results. vibeCodeCLI races parallel agent fleets, remembers your past decisions, and checks outcomes before running anything irreversible, now across your codebase and your entire data stack. Free. Bring your own API keys.
One CLI between your repo, your databases, and production. Fleets race in the middle, memory recalls what worked, and a safety gate checks outcomes before anything irreversible.
N agents race the same task in isolated git worktrees. You review the diffs and merge the winner. Git is your undo.
A ThinkingMemory backbone recalls past decisions and outcomes into every turn, so the agent builds on what it already knows about your codebase.
Before any irreversible action a forward check simulates the outcome. Commands that would destroy data are rejected, even in full-auto mode.
Point vibeCodeCLI at any database, warehouse, or dbt project, or hand it off to Bonacci Studio, and the same safety model applies.
Connects to your databases, warehouse, and dbt project, introspects the real schema and lineage before it writes a single query.
PostgreSQL, Snowflake, BigQuery, Redshift, Databricks, ClickHouse, DuckDB, MongoDB, S3 and more, behind one interface.
The runner stays on your machine, outbound HTTP only. EXPLAIN previews cost before anything executes.
Connect with one token and it designs, runs, and monitors pipelines in Bonacci Studio, from a database pull to a Spark job, without leaving the terminal.
Connect once with a token and keep working from the CLI while Bonacci Studio runs, schedules, and monitors the pipelines you ship. Same agent, a production home for the work.
Free. Bring your own API keys and pay your provider directly. No subscription, no lock-in. Works on your code and your entire data stack.
# install, free and bring your own keys $ curl -fsSL vibecodecli.com/install.sh | sh ✓ vibecodecli ready # race a fleet on one task $ vibecodecli run --agents 4 "add rate limiting" agent-1 building... agent-2 building... agent-3 ✓ tests pass agent-4 building... → review the diffs, merge the winner # or point it at your data stack $ vibecodecli connect snowflake ✓ schema and dbt lineage grounded → credentials stay on this machine # or hand off to Bonacci Studio $ vibecodecli connect studio bcs_pat_... ✓ studio connected → design, run, and monitor pipelines from here