Creative Codes

AI & ML · AI Agents

AI agents that run, decide,
and act without waiting for you.

We build LangGraph and OpenClaw-powered agents that complete multi-step tasks autonomously. They call tools, recover from errors, and route decisions without human checkpoints in the middle.

10+ agents shipped in production3-12 tool calls per agent run

Part of AI & Machine Learning services →

agent_trace.loglive
agent_run: process_inbound_lead
↳ tool_call: lookup_company(domain='acmecorp.com')
← {size: 340, industry: 'SaaS', funding: 'Series B'}
✦ qualified: revenue_fit=true, segment=enterprise
↳ tool_call: find_decision_maker(company='Acme Corp')
← {name: 'Jane Smith', title: 'VP Ops', email: '...'}
↳ tool_call: send_personalized_email(to='jane@acmecorp.com')
← {status: 'delivered', thread_id: 'em_8a3f'}
✓ done · 3 tool calls · 4.2s · 0 human touches

Agents vs chatbots

A chatbot answers. An agent completes.

Chatbot
Agent
Trigger
User message
Any event or schedule
Steps
Single response
Multi-step reasoning loop
Tools
None
APIs, browsers, databases
Memory
Session only
Persistent across runs
Human input
Required at each step
Only on exceptions
Error handling
Surfaces to user
Retries, then escalates

What we build

Common agent patterns we deploy.

Lead qualification pipelines

Agent enriches each lead, scores it against your ICP, and routes it to the right rep or sequence without anyone touching it.

Multi-step research loops

Browse, extract, cross-reference, and synthesize across sources. No human needed to steer between steps.

Document-triggered workflows

Invoice arrives by email, agent reads it, extracts line items, posts to your accounting system, and flags anomalies.

Monitoring and alerting

Agent watches for conditions (price shifts, competitor moves, threshold breaches) and acts when they're crossed.

Internal knowledge agents

LangGraph-backed agent searches your Notion, docs, or database to answer support questions and route tickets.

Error recovery and retry logic

When a tool call fails, the agent retries with a different approach instead of stopping and waiting for instructions.

Stack

LangGraphOpenClawClaude APIOpenAI APIPythonFastAPIPostgreSQLRedis

Have a workflow that needs to run without you?

Tell us what triggers it and what it needs to do. We scope the agent after a free call.

Book a discovery call

Have a workflow that needs to run without you?

Tell us what it does today. We'll tell you what an agent can take over.

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