API Resource Lifecycle

Patterns for building reliable CRUD operations in Tambo Cloud.

Gotchas

• The codebase uses

  CONFLICT

  for duplicate name errors in skills but

  BAD_REQUEST

  for the same pattern in MCP servers. Always use

  CONFLICT

  for duplicates.
• PostgreSQL unique violation code is

  23505

  . Catch it and map to a domain-specific exception rather than letting the raw DB error propagate.
• When replacing a provider key, all skills with

  externalSkillMetadata

  for that provider must have their metadata cleared, or they'll reference a stale key.
• Skills are silently skipped (not errored) at runtime when the provider doesn't support them. This is intentional -- don't add validation that blocks skill creation for unsupported providers.

• Promise.allSettled

  (not

  Promise.all

  ) for batch external API calls -- partial failures need cleanup, not an all-or-nothing abort.

Cascading Deletes

Default to

onDelete: "cascade"

// packages/db/src/schema.ts
export const skills = pgTable("skills", {
  id: text("id").primaryKey(),
  projectId: text("project_id")
    .notNull()
    .references(() => projects.id, { onDelete: "cascade" }),
  // ...
});

Manual cascades in transactions

When deletion requires cleanup beyond FK cascades (external APIs, metadata, cross-references), wrap in a transaction:

// packages/db/src/operations/project.ts
export async function deleteProject(db: HydraDb, id: string): Promise<boolean> {
  return await db.transaction(async (tx) => {
    await tx
      .delete(schema.providerKeys)
      .where(eq(schema.providerKeys.projectId, id));
    await tx.delete(schema.apiKeys).where(eq(schema.apiKeys.projectId, id));
    await tx
      .delete(schema.projectMembers)
      .where(eq(schema.projectMembers.projectId, id));
    const deleted = await tx
      .delete(schema.projects)
      .where(eq(schema.projects.id, id))
      .returning();
    return deleted.length > 0;
  });
}

Reference:

packages/db/src/operations/project.ts

Metadata cleanup on replacement

When a resource is replaced (not deleted), clear dependent metadata so dependents re-sync under the new resource:

// apps/web/server/api/routers/project.ts - addProviderKey
// When replacing a provider key, clear skill metadata for that provider
const skills = await operations.listSkillsForProject(ctx.db, projectId);
await Promise.all(
  skills
    .filter((s) => s.externalSkillMetadata?.[providerName])
    .map(async (s) => {
      const { [providerName]: _, ...remaining } = s.externalSkillMetadata ?? {};
      return operations.updateSkill(ctx.db, {
        projectId,
        skillId: s.id,
        externalSkillMetadata: remaining,
      });
    }),
);

Reference:

apps/web/server/api/routers/project.ts

Rules

• If a child record has no meaning without its parent, use

  onDelete: "cascade"

  in the schema
• If deletion requires multi-step cleanup or external API calls, wrap in a transaction
• When replacing a resource, clear dependent metadata so dependents re-sync
• Always delete children before the parent in manual cascades
• Check for affected dependents and document the cascade chain in code comments

Validation Errors

Every error must say what went wrong and what to do instead. Include the specific value that failed and an example of what's valid.

// Zod: include format example
name: z.string().min(1, "Name is required").max(64)
  .regex(SKILL_NAME_PATTERN, "Name must be kebab-case (e.g. scheduling-assistant)"),

// tRPC: include the conflicting value
throw new TRPCError({
  code: "CONFLICT",
  message: `Server key "${serverKey}" is already in use by another MCP server in this project`,
});

Error code mapping

NOT_FOUND

BAD_REQUEST

CONFLICT

INTERNAL_SERVER_ERROR

Duplicate Detection

Default to database unique constraints with custom exception mapping. Only use pre-creation queries when no DB constraint exists.

// packages/db/src/operations/skills.ts
const PG_UNIQUE_VIOLATION = "23505";
const SKILLS_NAME_UNIQUE_CONSTRAINT = "skills_project_id_name_idx";

export class SkillNameConflictError extends Error {
  constructor(name: string) {
    super(`A skill named "${name}" already exists in this project`);
    this.name = "SkillNameConflictError";
  }
}

export async function createSkill(
  db: HydraDb,
  data: NewSkill,
): Promise<DBSkill> {
  try {
    const [skill] = await db.insert(schema.skills).values(data).returning();
    return skill;
  } catch (error) {
    if (isSkillNameConflict(error)) {
      throw new SkillNameConflictError(data.name);
    }
    throw error;
  }
}

Pre-creation queries (fallback)

When no unique DB constraint exists, query before inserting:

const existingKeys = await getExistingServerKeys(ctx.db, projectId);
if (existingKeys.includes(serverKey)) {
  throw new TRPCError({
    code: "CONFLICT",
    message: `Server key "${serverKey}" is already in use by another MCP server in this project`,
  });
}

Reference:

apps/web/server/api/routers/tools.ts

Orphan Prevention

When creating a resource that syncs to an external API, roll back on failure:

// apps/web/server/api/routers/skills.ts
// Create in DB first, then sync to provider
const skill = await operations.createSkill(ctx.db, { ... });

// If provider sync fails, delete the DB record
try {
  await createSkillOnProviderAndPersist(ctx.db, input.projectId, skill);
} catch (error) {
  await operations.deleteSkill(ctx.db, input.projectId, skill.id);
  throw error;
}

Rules:

• Create the DB record first (gives you an ID for the external API call)
• If the external sync fails, delete the DB record to avoid orphans
• The user sees an error and can retry, rather than seeing a broken record
• For batch operations, use

  Promise.allSettled

  and clean up partial failures

Reference:

apps/web/server/api/routers/skills.ts

Checklist

When building a new CRUD operation:

Resource Lifecycle Checklist:
- [ ] Delete cascades documented (which dependents are affected?)
- [ ] Database-level cascades set up for simple parent-child FK relationships
- [ ] Manual cascade logic wrapped in a transaction for complex cleanup
- [ ] All Zod validation messages are descriptive with examples
- [ ] TRPCError messages include the specific value that caused the error
- [ ] Duplicate detection before creation (custom exception or pre-query)
- [ ] Error codes are correct (CONFLICT for duplicates, NOT_FOUND for missing)
- [ ] External API sync failures roll back the DB record
- [ ] Resource replacement clears dependent metadata