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The base agent has no workspace write tools, but local execution and provider network behavior have important limits.

Read-only by construction

The base agent has no write, move, or delete tool. SQL accepts one SELECT or WITH statement and runs through a read-only data connection. Document tools resolve only catalogued names from the selected workspace. The user can explicitly edit fella.md from the Workspace surface. The model still has no path to that write operation.

Network behavior

The selected provider can receive multiple requests for one question because the agent loop is multi-turn, retries transient failures, and may perform a corrective or second-opinion turn. Fella does not proxy these requests through a Fella service.

Credentials

Provider API keys are stored in auth.json with restrictive permissions. They are not stored in the settings database, browser localStorage, or conversation archives. Secret-bearing command lines are redacted from the transcript.

Python runs inside a local capability boundary

run_python executes model-generated Python 3 inside an embedded wasm32-unknown-unknown RustPython guest under Wasmi. It has no filesystem, network, environment, clock, or subprocess access. The host provides captured stdout/stderr, OS entropy for interpreter startup, and a bounded read-only sql(query) bridge. It applies fuel, memory, stack, source, output, row, and response limits.
This is a stronger boundary for generated analytics, but it remains defense in depth: Wasmi, RustPython, and the checked-in guest artifact are trusted computing-base components. The guest does not include pandas, NumPy, SciPy, or a package installer.

Hosted-provider decision

Before using a hosted model with sensitive files, review that service’s retention, logging, and training terms. Locally archived conversations include messages and evidence. Local folder-memory episode logs and friction signals are not telemetry and are not transmitted by Fella. /mcp is inert in this release and creates no connector network activity.

Verification

See what Fella checks before presenting a result.

Experimental MCP

Read the closed extension boundary for future forks.