SPECIALTY · AI & LLM
🤖

AI Integration

claude_integration.py · LIVE ● LIVE
from anthropic import Anthropic
def handle_message(msg, session_id):
    resp = client.messages.create(
        model="claude-sonnet-4-6",
        max_tokens=2000,
        system=load_persona(session_id),
        tools=allowed_tools(session_id),
    )
    locked_mutate_json(state_path, append(resp))  # atomic
    return resp.content[0].text
2.4MTokens / month
$47Avg monthly spend
142msAvg response
100%Calls audited

What you get.

I wire the API, design the prompt chain, handle failure modes, log every call, cap your spend. Production AI, not demos.

YOUR BUSINESS · IMPACT

What this means for your numbers.

70%
Time saved on repetitive tasks
10×
Faster decision turnaround
$0
Wasted API spend (capped)
100%
Calls audit-logged
WITHOUT ME

Hire mid-level engineer · $8K/mo · 3 months to ship

WITH ME

AI integration shipped · $2-4K one-time · 1-2 weeks

Three things you walk away with.

Lower payroll

Replace $96K/yr engineering hires with a $4K one-time build that runs forever.

Faster output

Tasks that took an analyst a day now happen in 8 seconds.

Audit-proof

Every AI call logged with input + output + cost. Investor-friendly + safe.

Stack

Claude API OpenAI API LangChain Anthropic SDK Python Atomic state
Walkthrough video

60-90 sec demo of this specialty · Loom embed coming