Your agent codes
your cloud follows.

01 / 09 · CodeCoding agent · Editing app code

You ask for image uploads. The coding agent adds an upload handler to your application.

+ await uploads.save(file);

02 / 09 · RequiresCoding agent → Latifold

The new handler needs private object storage. The agent identifies that dependency and sends it to Latifold through MCP or API.

03 / 09 · PlanLatifold · Internal check

Inspect ownership and existing resources, then plan only what is missing. New resources in this example are authorised for Latifold management.

04 / 09 · ValidateLatifold · Internal check

Check deterministic policies and estimated cost. A denied policy blocks the operation; the agent cannot override it.

05 / 09 · AuthoriseLatifold · Internal check

Proceed automatically within preset permissions. If approval is required, bind it to the exact plan and revision; revalidate after changes.

06 / 09 · ExecuteLatifold → Your cloud

Latifold manages the new storage for this feature. Create private storage and scoped app access directly through the cloud provider’s API, within the approved permissions and policies.

07 / 09 · VerifyYour cloud → Latifold

Read back actual state and check the required configuration. Surface partial failures and unresolved differences.

08 / 09 · RecordLatifold · Internal check

Record the requirement, plan, policy decision, approval when needed, and verified outcome in persistent change history.

09 / 09 · IntegrateLatifold → Coding agent

Return the endpoint and a secure configuration reference. The agent connects the upload handler and tests private image uploads.

01 / 09 · CodeCoding agent · Editing app code

The agent adds a background report job and its handler.

+ await reports.enqueue(report);

02 / 09 · RequiresCoding agent → Latifold

The new job code needs a queue and worker runtime. The agent sends that requirement to Latifold through MCP or API.

03 / 09 · PlanLatifold · Internal check

Inspect ownership and existing resources, then plan only what is missing. Terraform manages this stack, so keep the change in its existing infrastructure code.

04 / 09 · ValidateLatifold · Internal check

Check deterministic policies and estimated cost. A denied policy blocks the operation; the agent cannot override it.

05 / 09 · AuthoriseLatifold · Internal check

Proceed automatically within preset permissions. If approval is required, bind it to the exact plan and revision; revalidate after changes.

06 / 09 · ExecuteLatifold → Your cloud

The existing stack is managed in Terraform. Update its queue and worker configuration and apply through its existing IaC workflow. Human review is needed only when the rules require it.

07 / 09 · VerifyYour cloud → Latifold

Read back actual state and check the required configuration. Surface partial failures and unresolved differences.

08 / 09 · RecordLatifold · Internal check

Record the requirement, plan, policy decision, approval when needed, and verified outcome in persistent change history.

09 / 09 · IntegrateLatifold → Coding agent

Return connection details and secure configuration references. The agent connects the producer and worker, then tests a report job.

01 / 09 · CodeCoding agent · Editing app code

You ask the app to save customer records. The agent writes the persistence code.

+ await customers.save(data);

02 / 09 · RequiresCoding agent → Latifold

The persistence code needs a database and scoped app access. The agent identifies the dependency and sends it to Latifold through MCP or API.

03 / 09 · PlanLatifold · Internal check

Inspect ownership and existing resources, then plan only what is missing. New resources in this example are authorised for Latifold management.

04 / 09 · ValidateLatifold · Internal check

Check deterministic policies and estimated cost. A denied policy blocks the operation; the agent cannot override it.

05 / 09 · AuthoriseLatifold · Internal check

Proceed automatically within preset permissions. If approval is required, bind it to the exact plan and revision; revalidate after changes.

06 / 09 · ExecuteLatifold → Your cloud

Latifold manages the new database for this feature. Create supported database infrastructure through the cloud provider’s API, with scoped application access and the required private configuration.

07 / 09 · VerifyYour cloud → Latifold

Read back actual state and check the required configuration. Surface partial failures and unresolved differences.

08 / 09 · RecordLatifold · Internal check

Record the requirement, plan, policy decision, approval when needed, and verified outcome in persistent change history.

09 / 09 · IntegrateLatifold → Coding agent

Return the endpoint and a secure configuration reference. The agent applies the application schema and tests saving and reading records.

01 / 09 · CodeCoding agent · Editing app code

The agent caches expensive searches to speed up repeated queries.

+ await cache.set(key, result);

02 / 09 · RequiresCoding agent → Latifold

The new cache calls need a shared cache service. The agent sends the required connection and access needs to Latifold through MCP or API.

03 / 09 · PlanLatifold · Internal check

Inspect ownership and existing resources, then plan only what is missing. Terraform manages this stack, so keep the change in its existing infrastructure code.

04 / 09 · ValidateLatifold · Internal check

Check deterministic policies and estimated cost. A denied policy blocks the operation; the agent cannot override it.

05 / 09 · AuthoriseLatifold · Internal check

Proceed automatically within preset permissions. If approval is required, bind it to the exact plan and revision; revalidate after changes.

06 / 09 · ExecuteLatifold → Your cloud

Terraform manages this application’s infrastructure. Update its existing configuration for the required cache and scoped application access, then apply through that IaC workflow.

07 / 09 · VerifyYour cloud → Latifold

Read back actual state and check the required configuration. Surface partial failures and unresolved differences.

08 / 09 · RecordLatifold · Internal check

Record the requirement, plan, policy decision, approval when needed, and verified outcome in persistent change history.

09 / 09 · IntegrateLatifold → Coding agent

Return connection details and a secure configuration reference. The agent connects the cache and tests cache hits and misses.

01 / 09 · CodeCoding agent · Editing app code

The agent writes an order-sync handler and adds its nightly schedule.

+ schedule.nightly(syncOrders);

02 / 09 · RequiresCoding agent → Latifold

The task needs a scheduler and execution runtime. The agent identifies those dependencies and sends them to Latifold through MCP or API.

03 / 09 · PlanLatifold · Internal check

Inspect ownership and existing resources, then plan only what is missing. New resources in this example are authorised for Latifold management.

04 / 09 · ValidateLatifold · Internal check

Check deterministic policies and estimated cost. A denied policy blocks the operation; the agent cannot override it.

05 / 09 · AuthoriseLatifold · Internal check

Proceed automatically within preset permissions. If approval is required, bind it to the exact plan and revision; revalidate after changes.

06 / 09 · ExecuteLatifold → Your cloud

Latifold manages the new schedule and runtime for this feature. Configure them through the cloud provider’s API, with scoped permissions for the task.

07 / 09 · VerifyYour cloud → Latifold

Read back actual state and check the required configuration. Surface partial failures and unresolved differences.

08 / 09 · RecordLatifold · Internal check

Record the requirement, plan, policy decision, approval when needed, and verified outcome in persistent change history.

09 / 09 · IntegrateLatifold → Coding agent

Return the verified schedule and configuration references. The agent connects the handler and tests a controlled sync run.

01 / 06 · RequestDeveloper → Coding agent

Why did our production API slow down after yesterday’s deployment?

02 / 06 · InspectCoding agent → Latifold

Find the API’s resources, owners, recent changes and available logs and metrics.

03 / 06 · DiscoverLatifold → Your cloud

Read supported infrastructure in the connected AWS, Azure or Google Cloud account. Read-only; no infrastructure changes.

04 / 06 · EvidenceYour cloud → Latifold

Return resource state, recent changes and available metrics. Keep the sources attached and make gaps explicit.

05 / 06 · ExplainLatifold → Coding agent

Give the agent sourced evidence so it can connect cloud behaviour to the application code.

06 / 06 · AnswerCoding agent → Developer

Explain likely causes and next checks in the editor, with uncertainty made explicit.