Open Code
The provider-agnostic coding agent: the open-source Open Code CLI running as a real terminal inside a sandboxed Firecracker VM, free to drive Claude, OpenAI, Gemini, or any of 20+ providers — the multi-provider sibling of claude-code, with the same start/stop/snapshot session lifecycle.
Working with it
Opening a Open Code launches a terminal session — its dedicated working surface.
How it appears
The same element type rendered as a definition, a circle instance, and a live workspace card.
When to use / not
When to use
- You want a coding agent but need provider flexibility — Claude today, OpenAI or Gemini tomorrow — by setting one provider-prefixed model string.
- You prefer open-source agent tooling over a vendor-locked CLI, while keeping Triform's sandboxed-VM execution and snapshot/restore.
- You want an interactive PTY terminal a collaborator can drive live, or a headless single-prompt run that returns JSON — both from the same element.
When not to use
- You are Anthropic-only and want the first-party experience — use claude-code instead.
- You need a composable agent where you control exactly which tools are exposed — use triformer.
- You just need to run a function or call an API, with no agentic loop — reach for an actions element (python, javascript, …) or http.
Topology
Created from the library and placed inside an app or circle. It is a top-level building block you compose with other elements.
Properties
idle_timeout_secondsinteger- Seconds of inactivity before the VM is snapshotted. Lower = faster resource reclaim, higher = less snapshot/restore churn.
session_ttl_hoursinteger- Maximum session lifetime in hours. After this, the snapshot is discarded and a new session must be started.
auto_resumeboolean- Automatically restore the last session when reopening the terminal. If false, starts a fresh session.
memory_mbinteger- VM memory in MB. Open Code needs ~256MB, rest is for tool execution.
vcpusinteger- Virtual CPUs for the VM
disk_gbinteger- Workspace disk size in GB
network_accessboolean- Allow outbound network access from the VM (needed for provider API calls and package installs)
terminal_colsinteger- Initial terminal width in columns
terminal_rowsinteger- Initial terminal height in rows
shellstring- Login shell before opencode CLI is started
providerstring- Default LLM provider (e.g., anthropic, openai, google, openrouter)
modelstring- Default model in provider/model format. Use triform/ prefix for models from the intelligence layer (e.g., triform/claude-sonnet-4-6, triform/gpt-4.1). Direct provider models also work (e.g., anthropic/claude-sonnet-4-6, openai/gpt-4.1).
opencode_configobject- Optional Open Code settings written to opencode.jsonc in the workspace
workspace_sourcestring- What to mount as /workspace. 'circle' = full circle repo, 'empty' = blank workspace.
mount_readonly_pathsarray- Additional paths mounted read-only into the VM (e.g., shared libraries)
Capabilities
Defined for this element
- Compute
- Llm
- Storage
- Observe
Operations
- activityGET
- attachPOST
- attachmentsGET
- batch_statsGET
- composePOST
- contextGET
- createPOST
- deleteDELETE
- detachPOST
- disablePOST
- discard_sessionPOST
- enablePOST
- export_bundleGET
- getGET
- get_attached_modifiersGET
- import_bundlePOST
- intentionGET
- invokePOST
- list_attachmentsGET
- logsGET
- promotePOST
- readmeGET
- readme_updatePOST
- remove-modifierPOST
- resize_terminalPOST
- restorePOST
- run_cancelPOST
- run_getGET
- runsGET
- schemaGET
- session_getGET
- sessionsGET
- sourceGET
- source_branchesGET
- source_promotePOST
- source_repairPOST
- source_statusGET
- source_validatePOST
- start_sessionPOST
- statsGET
- stop_sessionPOST
- treeGET
- updatePATCH
- update_metaPATCH
- versionGET
- write_stdinPOST
- ws-terminalGET
Ports
Inputs
- sessionrequest
- sessionrequest
Composition
Errors / when it fails
- network_access must be true — Open Code requires outbound access for provider API calls
- Fails unless:
false
Validation rules
- High memory allocation (>4GB) — increases snapshot size and restore time
- Very short idle timeout (<15s) — may cause excessive snapshot/restore cycles
- Long session TTL (>72h) — snapshot storage accumulates
- Large disk (>20GB) — increases VM boot time and snapshot size
Open Code (open-code)
Category: agents | Form: | Symbol: Oc
Open-source, provider-agnostic AI coding agent — real CLI terminal in a sandboxed VM
Runs the open-source Open Code CLI as an interactive terminal session. All models from the Triform intelligence layer are auto-available via the triform/ prefix (e.g., triform/claude-sonnet-4-6, triform/gpt-4.1). Also supports direct provider access (anthropic/, openai/, groq/, etc.). Same session lifecycle as claude-code (start_session, stop_session, resize_terminal). Requires CODER_WORKER_URL for interactive mode. Set spec.model (default: triform/claude-sonnet-4-6). Set spec.default_agent (default: build) to select the Open Code agent type. Headless mode via generate/invoke produces JSON output. All sessions run in Firecracker VMs with snapshot/restore. Timeout defaults to 5 minutes. Use this when you need multi-provider flexibility or open-source tooling. For Anthropic-only, use claude-code. For composable tool-based agents, use agent.
Guide
Open-source, provider-agnostic AI coding agent — real CLI terminal in a sandboxed VM
What It Does
Open Code runs the open-source Open Code CLI as an interactive terminal session inside a Firecracker VM. It supports Claude, OpenAI, Gemini, and 20+ other LLM providers, making it the multi-provider alternative to Claude Code. The session lifecycle is identical to Claude Code: PTY-over-WebSocket for interactive use, NDJSON streaming for headless execution, and snapshot/restore for session persistence.
Element Definition
| Property | Value |
|---|---|
| Type | open-code |
| Category | agents |
| Form | atom |
| Symbol | terminal / #22C55E |
Properties
| Field | Type | Default | Description |
|---|---|---|---|
model | string | anthropic/claude-sonnet-4-6 | Model with provider prefix (e.g., openai/gpt-4.1) |
default_agent | string | build | Open Code agent type to use |
timeout_ms | integer | 300000 | Maximum execution time (5 minutes default) |
Topology
- Lives in:
agents/open-code/repository - Referenced by: projects
- Accepts modifiers:
rate-limit,auth-policy,protection
Quick Start
Creating via API
POST /api/{circle}/{project}/
Content-Type: application/json
{
"element_type": "open-code",
"slug": "my-opencode",
"name": "My Open Code",
"spec": {
"model": "anthropic/claude-sonnet-4-6",
"default_agent": "build"
}
}
Interactive Session
POST /api/{circle}/{project}/my-opencode/ops/start_session
{
"cols": 120,
"rows": 40
}
Headless Execution
POST /api/{circle}/{project}/my-opencode/ops/invoke
{
"prompt": "Refactor the database module to use connection pooling"
}
Operations
| Operation | Method | Description |
|---|---|---|
start_session | POST | Start interactive terminal session |
stop_session | POST | Stop/suspend a session |
resize_terminal | POST | Resize terminal dimensions |
sessions | GET | List all sessions |
session_get | GET | Get session details |
discard_session | POST | Permanently delete session |
generate/invoke | POST | Headless single-prompt execution |
generations | GET | List generation history |
generation_get | GET | Get generation details |
Common Mistakes
Model name missing provider prefix.
Unlike Claude Code, Open Code requires provider-prefixed model names: anthropic/claude-sonnet-4-6, not just claude-sonnet-4-6. The prefix routes to the correct backend.
No isolation executor configured.
Interactive sessions require CODER_WORKER_URL. Without it, start_session fails.
Choosing between open-code and claude-code. Use open-code when you need multi-provider support or open-source tooling. Use claude-code for Anthropic-only use cases. Use triformer for composable tool-based workflows where you control exactly which tools are available.
Relationships
- Attaches to: rate-limit, auth-policy, api-token, filter-words, evaluator, prompt, variable
- Uses: sql, document, vector, graph, timeseries
Capabilities
- companion: Can serve as an interactive companion in the workspace
- interactive-terminal: Real PTY terminal with bidirectional I/O over WebSocket
- snapshot-restore: VM snapshotted on idle, restored in ~22ms on interaction
- coding: Full coding capabilities via Open Code’s built-in tools
- multi-provider: Supports 20+ LLM providers — Claude, OpenAI, Gemini, and more
- persistence: Session state persists across snapshots via VM memory + disk
- workspace-access: Circle workspace mounted into VM filesystem
- server-mode: Can run as a headless server for programmatic API access
Properties
| Property | Type | Default | Description |
|---|---|---|---|
idle_timeout_seconds | integer | 30 | Seconds of inactivity before the VM is snapshotted. Lower = faster resource reclaim, higher = less snapshot/restore churn. |
session_ttl_hours | integer | 24 | Maximum session lifetime in hours. After this, the snapshot is discarded and a new session must be started. |
auto_resume | boolean | true | Automatically restore the last session when reopening the terminal. If false, starts a fresh session. |
memory_mb | integer | 1024 | VM memory in MB. Open Code needs ~256MB, rest is for tool execution. |
vcpus | integer | 2 | Virtual CPUs for the VM |
disk_gb | integer | 10 | Workspace disk size in GB |
network_access | boolean | true | Allow outbound network access from the VM (needed for provider API calls and package installs) |
terminal_cols | integer | 120 | Initial terminal width in columns |
terminal_rows | integer | 40 | Initial terminal height in rows |
shell | string | "/bin/bash" | Login shell before opencode CLI is started |
provider | string | "anthropic" | Default LLM provider (e.g., anthropic, openai, google, openrouter) |
model | string | "triform/claude-sonnet-4-6" | Default model in provider/model format. Use triform/ prefix for models from the intelligence layer (e.g., triform/claude-sonnet-4-6, triform/gpt-4.1). Direct provider models also work (e.g., anthropic/claude-sonnet-4-6, openai/gpt-4.1). |
opencode_config | object | — | Optional Open Code settings written to opencode.jsonc in the workspace |
workspace_source | string | "circle" | What to mount as /workspace. ‘circle’ = full circle repo, ‘empty’ = blank workspace. |
mount_readonly_paths | array | [] | Additional paths mounted read-only into the VM (e.g., shared libraries) |
Operations
activity
Get /ops/activity | Auth: Read
Get activity events for this element
Scope depends on element capabilities: individual elements query by element_id, project-form elements with activity-scope-members include member activities, circle-level elements with activity-scope-all query the entire circle. Gracefully returns empty list if activities table is missing (old circles).
attach
Post /ops/attach | Auth: Read
Attach this actor to a target element
Call this ON the modifier/resource element, passing target_id of the actor. The target’s contract.yaml must declare the modifier kind in attaches: or uses:. Priority controls evaluation order for modifiers (lower = first).
attachments
Get /ops/attachments | Auth: Read
List all modifiers and resources attached to this element
Returns both modifiers (policy enforcement) and resources (data injection) with is_modifier flag to distinguish. Items in the generated MODIFIER_TYPES list are modifiers; everything else is a resource. Includes cascade_policy and version pin info.
batch_stats
Get /ops/batch_stats | Auth: Read
Get per-element statistics for all children of this element
Returns per-child stats plus an aggregate. Most meaningful on compound or manifest form elements (repositories, circles, projects); atoms have no children so the result is an empty children array with a zeroed aggregate. Uses efficient GROUP BY SQL. Weighted averages for eval scores.
compose
Post /ops/compose | Auth: Execute
Batch add and remove modifiers on this element in a single call
Declarative composition: add modifiers by ref path (slug or path@version) and remove by attachment ID, all in one atomic call on the target element. Each ‘add’ entry resolves the source element, validates topology, attaches with optional priority and cascade policy. Each ‘remove’ entry deletes the attachment row. Returns a summary of what was added and removed. Example: compose({ add: [{ref: “my-prompt”}, {ref: “rate-limit/api@v2”, priority: 50}], remove: [{attachment_id: “uuid”}] })
context
Get /ops/context | Auth: Read
Get connected elements (graph traversal)
Graph traversal showing all connected elements with their relationship type (contains, contained_by, references, referenced_by, attaches, etc.). Use ?depth=N to control traversal depth (default 1) and ?types=actor,data to filter by element types.
create
Post /ops/create | Auth: Write
Create child element
POST to the parent path — element_type goes in the request body, NOT the URL. Both element_type and slug are required and must be non-empty. Name is derived from slug if omitted. Writes to both Git and PostgreSQL. All elements are stored flat under the circle — no intermediate library wrapper rows.
delete
Delete /ops/delete | Auth: Admin
Delete element (soft delete)
Soft delete — sets state to ‘deleted’ but retains the record. Cannot delete elements that have children (has_no_bond precondition) or active runs. Requires admin auth and confirmation.
detach
Post /ops/detach | Auth: Read
Detach this actor from a target element
disable
Post /ops/disable | Auth: Admin
Disable element (hides and prevents use)
Idempotent — safe to call on already-disabled elements. Optionally pass a reason string. Disabled elements cannot be invoked or executed. Inverse of enable.
discard_session
Post /ops/session/discard | Auth: Execute
Permanently delete a suspended session’s snapshot
Permanently delete a session and its snapshot. Cannot be undone.
enable
Post /ops/enable | Auth: Admin
Enable element (makes usable and visible)
Idempotent — safe to call on already-enabled elements. Transitions element to ready/enabled state. Cannot enable deleted elements. Inverse of disable.
export_bundle
Get /ops/export/bundle | Auth: Read
Export element as downloadable git bundle
On non-root-namespace elements, returns a binary git bundle. On root-namespace (circle) elements, dispatch hands off to the circle’s own export_bundle op, which returns a multi-element JSON envelope with one base64 bundle per child element — this is intentional, not an error.
get
Get /ops/get | Auth: Read
Get element details
Element is already resolved by the routing layer — this returns the cached element, not a fresh DB query. Use the path /api/{circle}/{slug} to address elements.
get_attached_modifiers
Get /ops/attached | Auth: Read
Get elements that are attached to this actor
import_bundle
Post /ops/import/bundle | Auth: Write
Import git bundle into element
Accepts a base64-encoded git bundle in the JSON bundle_base64 field. Use overwrite=true to replace existing elements with same slug (default skips duplicates). Imported elements get new UUIDs. Returns counts of imported/skipped elements and any errors.
intention
Get /ops/intention | Auth: Read
Get element intention with full inheritance chain
Returns three levels: direct (this element’s intention), inherited (from category and root), and resolved (final merged intention). Useful for understanding an element’s purpose in context of its hierarchy.
invoke
Post /ops/invoke | Auth: Execute
Invoke the actor with input
Always include data:{} even for no-input actors. Use ?stream=true for streaming output (agents support this). Use ?async=true to get a run_id immediately and poll via run_get. Input must match the actor’s port schema (check via schema operation). Creates a run record in execution history.
list_attachments
Get /ops/targets | Auth: Read
List all elements this agent is attached to
Returns all target elements where this agent is currently attached. Shows target_id, target_type, priority, and cascade_policy.
logs
Get /ops/logs | Auth: Read
Get execution logs
promote
Post /ops/promote | Auth: Admin
Promote element configuration to a target environment
Only for manifest-form elements (projects). Environments advance: dev → demo → live. dev→demo requires member+ role, demo→live requires admin. Freezes member versions at promotion time (creates snapshot). Persists environment config to spec.environments.
readme
Get /ops/readme | Auth: Read
Get element README.md content
Reads README.md from the element’s git repository. Returns empty content (not an error) if no README exists. Always returns markdown format.
readme_update
Post /ops/readme_update | Auth: Write
Update element README.md content
Creates or overwrites README.md in the element’s git repo. Commits to the draft branch. Content must be provided as a markdown string.
remove-modifier
Post /ops/remove-modifier | Auth: Execute
Remove an attached modifier from this element by attachment ID
Removes a modifier/resource attachment by its row ID. The ID comes from the attachments or context API. This is the reverse of attach — called on the target element, not the source.
resize_terminal
Post /ops/session/resize | Auth: Execute
Resize the terminal (sent when the portal window changes size)
Resize an active terminal session. Pass terminal_id, cols, rows.
restore
Post /ops/restore | Auth: Admin
Restore element to a specific version
Automatically snapshots the current state before restoring (creates a ‘Before restore to vN’ version entry). Writes restored spec to git as .triform/spec.yaml. Git failures warn but don’t fail the operation — DB state is authoritative. Cannot restore deleted elements.
run_cancel
Post /ops/runs/{run_id}/cancel | Auth: Execute
Cancel a running execution
Only works on runs with status pending or running. Already-completed or failed runs cannot be cancelled. The run transitions to cancelled state and triggers run.cancelled event.
run_get
Get /ops/runs/{run_id} | Auth: Read
Get details of a specific run
runs
Get /ops/runs | Auth: Read
List execution runs
Filter with ?status=completed|failed|running, paginate with ?limit=N&offset=N. Default limit is 50. Returns total count for pagination.
schema
Get /ops/schema | Auth: Read
Get input/output port schemas (MCP tools/list compatible)
Call this before invoking an actor to discover its expected input/output format. Returns MCP-compatible tool definitions — useful for building dynamic tool UIs or A2A integration.
session_get
Get /ops/sessions/{session_id} | Auth: Read
Get details of a specific session
Get details of a specific session by session_id.
sessions
Get /ops/sessions | Auth: Read
List all sessions for this element (active, suspended, terminated)
List all terminal sessions for this element.
source
Get /ops/source | Auth: Read
Get any file’s content from the element’s git repository
Reads an arbitrary file from the element’s CAS-backed git tree by its relative path. Same store as
readme, just generalized. Path safety: rejects..traversal, leading/, and null bytes. Use this to viewmain.pyfor action elements, asset files for SPAs, etc. Returns empty content (not an error) if the file doesn’t exist.
source_branches
Get /ops/source/branches | Auth: Read
List Source branches for this element
Returns the standard draft/demo/live Source branches, their current commits, and promotion relationships. Use GET /api/{element_path}/ops/source/branches.
source_promote
Post /ops/source/promote | Auth: Write
Promote Source branch forward
Promotes draft to demo or demo to live through the generated element op path. Direct Git pushes to demo/live are blocked by Source policy.
source_repair
Post /ops/source/repair | Auth: Write
Inspect or repair the element Source index
Runs Source repair through the element operation path. Defaults to dry_run=true; set dry_run=false only after reviewing a dry-run report.
source_status
Get /ops/source/status | Auth: Read
Get Source control status for this element
Returns the branch-aware clone URL, checkout commands, current draft commit, child source-link count, portable export summary, Source health, warnings, and auth hints for the addressed element. Use the element-first path: GET /api/{element_path}/ops/source/status.
source_validate
Post /ops/source/validate | Auth: Read
Validate Source branch contents
Validates a Source branch before accepting local Git workflow changes or promotion. Defaults to branch=draft and rejects runtime data, generated output, secret material, and unreadable CAS refs.
start_session
Post /ops/session/start | Auth: Execute
Start or resume an interactive Open Code terminal session
Start an interactive Open Code terminal session. Same lifecycle as claude-code but runs the opencode binary. Set cols/rows for terminal size (defaults: 120x40). Returns ws_path for WebSocket connection. Requires CODER_WORKER_URL.
stats
Get /ops/stats | Auth: Read
Get aggregate statistics for this element
Health status is computed: error if errors_per_day > 5 or success_rate < 0.8, warning if errors_per_day > 0 or success_rate < 0.95. Firing alerts escalate health to error/warning. Default period is ‘day’. Returns runs_per_day, success_rate, avg_duration_ms, and more.
stop_session
Post /ops/session/stop | Auth: Execute
Stop an active session. Snapshots automatically unless force_terminate=true.
Stop a running terminal session. Pass terminal_id. Set force_terminate: true to kill immediately, otherwise session is suspended for later restore.
tree
Get /ops/tree | Auth: Read
Get the element’s position in the graph — ancestors, children, references, and subtree statistics
Uses per-circle ElementGraph cache for O(1) lookups. Returns ancestors (containment chain), children (direct), members (references), referenced_by (reverse refs), attachments, and subtree stats. Default depth is 3, max is 10. Pass ?include_metadata=true for name/state on each node.
update
Patch /ops/update | Auth: Write
Update element
Partial update — send only the fields you want to change.
spec,name, andintentionare all independently optional.specMUST be a JSON object when present; deep-merged into the existing spec by default. Empty{"spec":{}}preserves existing spec content but still records a new version (no-op for content, not for version state). To clear/replace the entire spec wholesale send{"spec":{...},"deep":false}. List-typed spec fields use replace semantics (the patch list replaces the existing list, no array merging). Coordinates Git + DB writes. Slug cannot be changed after creation.
update_meta
Patch /ops/update_meta | Auth: Write
Update element metadata (lightweight merge — does NOT bump version or snapshot spec)
Shallow JSONB merge into element.meta. Top-level keys in the provided value replace existing meta values; other keys are preserved. Used for UI metadata like canvas positions, panel state, viewer preferences. Wire-shape op_name is
update_meta(distinct fromupdate) so SSE subscribers + the cache auto-invalidator can distinguish lightweight metadata changes from spec edits without inspecting the payload. The MutatingElementStore wrapper stamps this op_name on the lifecycle event emitted byupdate_element_metastorage calls.
version
Get /ops/version | Auth: Read
Get current version or full history
Returns current version by default. Pass ?history=true for full version history (up to ?limit=N, default 50). Versions are backed by the element_versions table. Every spec update creates a new version entry.
write_stdin
Post /ops/session/stdin | Auth: Execute
Write a line of text to a running terminal session’s stdin PTY.
Sends text + newline to the PTY of a running session. Does not await output — use ws-terminal WebSocket for streaming output. Requires a running session_id. Returns {written: true} on success.
ws-terminal
Get /ops/ws/terminal | Auth: Write
Interactive Open Code PTY terminal over WebSocket. Binary frames carry raw PTY I/O; text frames carry JSON control messages (resize, lifecycle, ping).
Error Codes
| Code | Class | Retryable | Description |
|---|---|---|---|
OPEN_CODE_VM_FAILED | internal | yes | Firecracker VM failed to start or crashed |
OPEN_CODE_SNAPSHOT_FAILED | internal | yes | VM snapshot failed — session continues but won’t survive disconnect |
OPEN_CODE_RESTORE_FAILED | internal | yes | Failed to restore from snapshot — falls back to new session |
OPEN_CODE_SESSION_EXPIRED | timeout | no | Session TTL exceeded — snapshot discarded |
OPEN_CODE_RESOURCE_LIMIT | limit | no | VM resource limits exceeded (memory, disk, CPU) |
OPEN_CODE_PROVIDER_ERROR | internal | yes | LLM provider API returned an error (auth, rate limit, etc.) |
Lifecycle / runtime
Defined for this element
Before invoke
- validate_input
- resolve_brain
- resolve_tool_elements
- check_rate_limit
After invoke
- record_metrics
- emit_traces
On error
- log_error
- record_error_metric
Observability
Defined for this element
Metrics
- session_count
- session_active_duration_ms
- session_wall_duration_ms
- snapshot_count
- restore_count
- restore_latency_ms
- snapshot_size_bytes
- files_modified
- error_rate
- concurrent_active_sessions
- provider_request_count
- provider_error_count
Events
- open_code.session.started
- open_code.session.suspended
- open_code.session.resumed
- open_code.session.terminated
- open_code.session.expired
Pricing / cost
Inherited from agents
Operation costs
- invoke: 10000 micro-AU
Set it up
- Providerstring
- LLM provider for the coding session
- Modelstring
- Model identifier (e.g., claude-sonnet-4-6)