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https://github.com/fabro-sh/fabro.git
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This PR extracts the `fabro resume` subcommand from `fabro run`,
replacing the `--resume` and `--run-branch` flags with a dedicated, more
ergonomic interface. Users can now run `fabro resume <RUN_ID>` instead
of constructing `fabro run --run-branch fabro/run/<RUN_ID>` manually,
and the command also accepts run ID prefixes (matching the pattern
established by `fabro rewind` and `fabro fork`). Checkpoint-file-based
resumption is also supported via `fabro resume --checkpoint
path/to/checkpoint.json --workflow workflow.fabro`.
The implementation moves the ~315-line `run_from_branch()` function out
of `run.rs` and into a new `commands/resume.rs` module, splitting it
into two preparation paths (`prepare_from_checkpoint` and
`prepare_from_branch`) that converge on a shared `run_resumed()` tail.
Several previously private helpers in `run.rs` are widened to
`pub(crate)` to allow sharing: `local_sandbox_with_callback`,
`resolve_ssh_config`, `resolve_ssh_clone_params`,
`resolve_preserve_sandbox`, `generate_retro`, `write_finalize_commit`,
`print_final_output`, `print_assets`, and the new `default_run_dir`
helper extracted from duplicated inline logic. The `RunArgs` struct
loses its `resume` and `run_branch` fields along with their
`conflicts_with` annotations, and `RunSpec` drops the corresponding
fields with `#[serde(default)]` for backward compatibility.
Documentation across `docs/reference/cli.mdx`,
`docs/execution/checkpoints.mdx`, and
`docs/core-concepts/how-fabro-works.mdx` is updated to reflect the new
interface, and the `rewind`/`fork` commands now hint `fabro resume
<short-prefix>` instead of the full branch name.
### Fabro Details
<details>
<summary>Ran 9 stages in 30m 25s for $6.70</summary>
| Stage | Duration | Cost | Retries |
|---|---|---|---|
| start | 0s | – | 0 |
| toolchain | 0s | – | 0 |
| preflight_compile | 1m 10s | – | 0 |
| preflight_lint | 13s | – | 0 |
| implement | 18m 30s | $3.95 | 0 |
| simplify_opus | 9m 38s | $2.75 | 0 |
| simplify_gpt | 0s | – | 0 |
| verify | 19s | – | 0 |
| fmt | 1s | – | 0 |
| **Total** | **30m 25s** | **$6.70** | **0** |
</details>
<details>
<summary>Ran <code>ImplementPlan.fabro</code> (12 nodes and 15
edges)</summary>
```dot
digraph ImplementPlan {
graph [
goal="Implement and simplify",
model_stylesheet="
* { model: claude-opus-4-6; }
"
]
rankdir=LR
start [shape=Mdiamond, label="Start"]
exit [shape=Msquare, label="Exit"]
toolchain [label="Toolchain", shape=parallelogram, script="command -v cargo >/dev/null || { curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y && sudo ln -sf $HOME/.cargo/bin/* /usr/local/bin/; }; cargo --version 2>&1", max_retries=0]
preflight_compile [label="Preflight Compile", shape=parallelogram, script="cargo check -q --workspace 2>&1", max_retries=0]
preflight_lint [label="Preflight Lint", shape=parallelogram, script="cargo clippy -q --workspace -- -D warnings 2>&1", max_retries=0]
fix_lints [label="Fix Lints", prompt="The preflight lint step failed. Read the build output from context and fix all clippy lint warnings.", max_visits=3]
implement [label="Implement", prompt="Read the plan file referenced in the goal and implement every step. Make all the code changes described in the plan. Use red/green TDD."]
simplify_opus [label="Simplify (Opus)", prompt="@prompts/simplify.md"]
simplify_gpt [label="Simplify (GPT-54)", prompt="@prompts/simplify.md", model="gpt-54"]
verify [label="Verify", shape=parallelogram, script="cargo clippy -q --workspace -- -D warnings 2>&1 && cargo nextest run --cargo-quiet --workspace --status-level fail 2>&1", goal_gate=true, retry_target="fixup"]
fixup [label="Fixup", prompt="The verify step failed. Read the build output from context and fix all clippy lint warnings and test failures.", max_visits=3]
fmt [label="Format", shape=parallelogram, script="cargo fmt --all 2>&1", max_retries=0]
start -> toolchain
toolchain -> preflight_compile [condition="outcome=success"]
toolchain -> exit
preflight_compile -> preflight_lint [condition="outcome=success"]
preflight_compile -> exit
preflight_lint -> implement [condition="outcome=success"]
preflight_lint -> fix_lints
fix_lints -> preflight_lint
implement -> simplify_opus -> simplify_gpt -> verify
verify -> fmt [condition="outcome=success"]
verify -> fixup
fixup -> verify
fmt -> exit
}
```
</details>
⚒️ Generated with [Fabro](https://fabro.sh)
---------
Co-authored-by: Fabro <noreply@fabro.sh>
Co-authored-by: Bryan Helmkamp <bryan@brynary.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
189 lines
6.8 KiB
Text
189 lines
6.8 KiB
Text
---
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title: "Daytona"
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description: "Run Fabro workflows in sandboxed Daytona cloud environments"
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---
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[Daytona](https://daytona.io) provides cloud-hosted sandbox VMs for Fabro workflows. Each run gets an ephemeral, isolated environment with its own filesystem, network, and compute resources — keeping your host machine clean and giving agents a reproducible workspace.
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## What the Daytona integration enables
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| Feature | How it's used |
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|---|---|
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| **Sandboxed execution** | Agent tool calls (shell commands, file edits, grep, glob) run inside a cloud VM instead of on the host |
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| **Snapshots** | Pre-built environment images so each run starts with dependencies already installed |
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| **SSH access** | Connect to a running sandbox for live debugging |
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| **Network controls** | Restrict agent egress with block-all or CIDR-based allow lists |
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| **MCP sandbox transport** | Run [MCP servers](/agents/mcp#sandbox) inside the sandbox — e.g., Playwright for browser automation |
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## Prerequisites
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- A `DAYTONA_API_KEY` environment variable (get one from [app.daytona.io](https://app.daytona.io))
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- A [GitHub App](/integrations/github) configured via the web UI (required for private repository cloning and checkpoint pushing)
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## Configuration
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Set the sandbox provider in your run config TOML or via CLI flag:
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```bash
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fabro run workflow.fabro --sandbox daytona
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```
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```toml title="run.toml"
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[sandbox]
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provider = "daytona"
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```
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A full configuration example with all Daytona-specific options:
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```toml title="run.toml"
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[sandbox]
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provider = "daytona"
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preserve = false
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[sandbox.daytona]
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auto_stop_interval = 60
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[sandbox.daytona.labels]
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project = "fabro"
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env = "staging"
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team = "platform"
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[sandbox.daytona.snapshot]
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name = "rust-dev"
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cpu = 4
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memory = 8
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disk = 20
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dockerfile = "FROM rust:1.85-slim-bookworm\nRUN apt-get update && apt-get install -y git ripgrep"
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```
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See [Server Configuration](/administration/server-configuration) for the full reference on all sandbox fields and server defaults.
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### Network access control
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Control outbound network access with the `network` field. Three modes are available:
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```toml title="run.toml"
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# Full access (default)
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[sandbox.daytona]
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network = "allow_all"
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# Block all egress
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[sandbox.daytona]
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network = "block"
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# CIDR-based allow list
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[sandbox.daytona]
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network = { allow_list = ["208.80.154.232/32", "10.0.0.0/8"] }
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```
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Use `"block"` or a CIDR allow list when running untrusted or generated code to prevent agents from making arbitrary network requests.
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## Snapshots
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Snapshots let you pre-build an environment image so each run starts with dependencies already installed rather than installing them in setup commands every time.
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```toml title="run.toml"
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[sandbox.daytona.snapshot]
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name = "my-snapshot"
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cpu = 4
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memory = 8
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disk = 20
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dockerfile = "FROM node:20-slim\nRUN apt-get update && apt-get install -y git"
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```
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When a run starts with a snapshot configured, Fabro looks up the snapshot by name. If it doesn't exist and a `dockerfile` is provided, Fabro creates it automatically and polls until it reaches `Active` state (up to 10 minutes). If the snapshot already exists, it's reused immediately.
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<Note>
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If a snapshot is configured by name but doesn't exist and no `dockerfile` is provided, the run fails immediately. If no snapshot is configured at all, sandboxes are created from the `daytona-medium` snapshot which includes standard dev tools (git, etc.).
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</Note>
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## Private repositories
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Fabro automatically clones the current repository into the sandbox at `/home/daytona/workspace`. Public repositories work without extra configuration. Private repositories require a [GitHub App](/integrations/github) — Fabro uses short-lived Installation Access Tokens scoped to the specific repository.
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If the clone fails without a GitHub App configured, Fabro suggests running the setup flow:
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```
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Git clone failed: ... If this is a private repository,
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configure a GitHub App with `fabro install` and install it
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for your organization.
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```
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## SSH access
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Connect to a running Daytona sandbox via SSH for live debugging:
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```bash
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fabro ssh <run-id>
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```
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This creates temporary SSH credentials (valid for 60 minutes) and connects directly. Use `--print` to print the SSH command instead of connecting, or `--ttl` to set the credential expiry.
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<Note>
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To keep the sandbox alive after the run completes, pass `--preserve-sandbox` to `fabro run`.
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</Note>
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## Sandbox lifecycle
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Each sandbox gets a unique timestamped name (e.g. `fabro-20260307-143022-a3f2`) and is created as ephemeral. By default, sandboxes are destroyed when the run finishes.
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### Preservation
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To keep a sandbox alive for debugging:
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```bash
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fabro run workflow.fabro --sandbox daytona --preserve-sandbox
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```
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Or in the run config:
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```toml title="run.toml"
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[sandbox]
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provider = "daytona"
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preserve = true
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```
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When preserved, Fabro prints the sandbox name so you can find it in the [Daytona dashboard](https://app.daytona.io/dashboard/sandboxes).
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### Auto-stop
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The `auto_stop_interval` setting tells Daytona to stop the sandbox after a period of inactivity, saving costs for preserved or long-running sandboxes:
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```toml title="run.toml"
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[sandbox.daytona]
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auto_stop_interval = 30
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```
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## Server defaults
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When running via `fabro serve`, the server config at `~/.fabro/server.toml` can set default Daytona settings for all runs. Run config TOML values override server defaults. Labels are **merged** — run config labels win on key collisions. The `network` setting uses simple override (run config replaces the server default entirely).
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See [Server Configuration](/administration/server-configuration) for details.
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## Troubleshooting
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### "Failed to create Daytona sandbox"
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The `DAYTONA_API_KEY` environment variable is missing or invalid. Verify it's set in your `.env` file and check that it's a valid key from [app.daytona.io](https://app.daytona.io).
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### "Snapshot does not exist and no dockerfile provided"
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The run config references a snapshot name that doesn't exist on Daytona, and no `dockerfile` is provided to create it. Either create the snapshot manually in the Daytona dashboard or add a `dockerfile` field to `[sandbox.daytona.snapshot]`.
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### "Timed out waiting for snapshot to become active"
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Snapshot creation took longer than 10 minutes. This can happen with large Dockerfiles. Check the snapshot status in the Daytona dashboard — it may still be building. Subsequent runs will reuse the snapshot once it's active.
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### Git clone fails for private repositories
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See [Private repositories](#private-repositories) above. You need a GitHub App configured and installed on the repository's organization or account.
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### Stall watchdog kills the run
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Long-running commands in Daytona sandboxes may trigger the 1800-second stall watchdog if they don't produce events. For workflows with long-running operations, increase the `stall_timeout` in the workflow graph:
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```dot
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digraph Example {
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graph [stall_timeout="1200"]
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}
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```
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