Development Workflow

Development Workflow

Overview

Sprawl uses tsx for TypeScript execution, Vitest for testing, and Just for task orchestration. All TS apps run directly from source — no build step. Optic is the exception (Rust, compiled with cargo).

Key Files

File	Role
Justfile	Task runner (primary interface)
pnpm-workspace.yaml	Workspace config
apps/*/package.json	App dependencies
packages/*/package.json	Package dependencies

Just Commands

Command	Description
just dev	Construct dev mode (file watching)
just start <instance>	Start named Construct instance (reads .env.<instance>)
just cli [instance] [args]	Construct CLI
just cortex-dev	Cortex dev mode
just cortex-start	Cortex production
just cortex-backfill [days]	Backfill historical data
just synapse-dev	Synapse dev mode
just synapse-start	Synapse production
just synapse-status	Portfolio summary
just deck-dev <instance>	Deck dev mode
just optic [db] [synapse]	Optic TUI
just optic-build	Build Optic release binary
just test	Run all tests (pnpm -r run test)
just test-construct	Construct tests only
just test-cairn	Cairn tests only
just test-synapse	Synapse tests only
just test-ai	AI integration tests
just typecheck	Typecheck all packages
just db-migrate [inst]	Run Construct DB migrations

Each app reads its env from .env.construct, .env.cortex, .env.synapse, .env.loom, etc. Named instances (e.g., just start myinstance) read from .env.myinstance.

TypeScript Configuration

{
  "compilerOptions": {
    "target": "ES2022",
    "module": "ESNext",
    "moduleResolution": "bundler",
    "strict": true,
    "noEmit": true,
    "noUnusedLocals": true,
    "noUnusedParameters": true
  }
}

Key points:

• No compilation: noEmit: true — tsx handles runtime transpilation
• Path alias: @/* maps to ./src/* (used in vitest config)
• Strict mode: Full TypeScript strict checks enabled
• Bundler module resolution: Modern resolution compatible with tsx

Runtime Execution

The project uses tsx (via --import=tsx) as a TypeScript loader. This means:

• No build step required
• Source files are transpiled on-the-fly
• File watching uses Node.js native --watch-path flag
• Extension tool files use jiti instead of tsx for dynamic loading

Testing

Vitest Configuration

export default defineConfig({
  resolve: {
    alias: { "@": new URL("./src", import.meta.url).pathname },
  },
  test: {
    globals: true,
    environment: "node",
  },
});

• Global test functions: describe, it, expect, etc. are available without imports
• Node environment: Tests run in Node.js (not jsdom)
• Path alias: @/ resolves to src/ in test files

Test Organization

Tests are colocated with their source in __tests__/ directories:

src/tools/core/__tests__/
  memory.test.ts
  schedule.test.ts
src/tools/self/__tests__/
  deploy.test.ts
  exec.test.ts
  extension-scope.test.ts
  self.test.ts
src/tools/web/__tests__/
  web.test.ts
src/tools/__tests__/
  packs.test.ts
src/extensions/__tests__/
  dynamic-tools.test.ts
  loader.test.ts
  secrets.test.ts
  skills.test.ts

Running Tests

just test                 # Run all tests (pnpm -r run test)
just test-construct       # Construct tests only
just test-cairn           # Cairn tests only
npx vitest run -t memory  # Filter by test name

The self_run_tests tool also runs npx vitest run --reporter=verbose with a 60-second timeout.

Logging

Logtape Setup

The logging system uses @logtape/logtape with these loggers:

Logger	Category
log	['construct']
agentLog	['construct', 'agent']
toolLog	['construct', 'tool']
telegramLog	['construct', 'telegram']
schedulerLog	['construct', 'scheduler']
dbLog	['construct', 'db']

Sinks

• Console: Always active, uses a custom formatter
• File: Active when LOG_FILE is set. Uses a swappable WriteStream to support runtime log rotation.

Log Format

2026-02-24T15:30:00.000Z [info] construct.agent: Processing message from telegram

Log Rotation

• Automatic: On startup, if the log file exceeds 5 MB, it is rotated
• Manual: The shell tool can trigger rotation (e.g., truncate -c -s 0 logfile)
• Rotation keeps up to 3 archived files: construct.log.1, construct.log.2, construct.log.3

Deployment

Deployment is manual. After the agent edits code via edit and shell tools:

Docker:

docker compose -f deploy/docker-compose.yml up -d --build

Systemd:

sudo systemctl restart construct

Recommended: run just check before deploying. Create a git tag for rollback:

git tag pre-deploy-$(date -u +%Y%m%d-%H%M%S)

See Deployment Guide for full details.

Dev Mode Differences

When NODE_ENV=development:

• File watching is active (--watch-path)
• Deployment is manual (no self-deploy tool)
• Context preamble includes [DEV MODE] and a development warning
• EXTENSIONS_DIR defaults to ./data instead of XDG path

Dependencies

Runtime

Package	Version	Purpose
@mariozechner/pi-agent-core	^0.54.2	Agent framework
@mariozechner/pi-ai	^0.54.2	LLM model access
@sinclair/typebox	^0.34.48	JSON Schema / TypeBox for tool parameters
grammy	^1.40.0	Telegram Bot API
kysely	^0.28.11	Type-safe SQL query builder
croner	^10.0.1	Cron job scheduling
citty	^0.2.1	CLI framework
jiti	^2.6.1	Dynamic TypeScript loading (extensions)
@logtape/logtape	^2.0.2	Structured logging
nanoid	^5.1.6	ID generation
yaml	^2.8.2	YAML parsing (skill frontmatter)
zod	^4.3.6	Environment validation
date-fns	^4.1.0	Date utilities
chalk	^5.6.2	Terminal coloring
consola	^3.4.2	Console utilities

Dev

Package	Version	Purpose
typescript	^5.9.3	Type checking
tsx	^4.21.0	TypeScript execution
vitest	^4.0.18	Testing framework
@types/node	^25.3.0	Node.js type definitions