I will migrate or fix your ai chatbot on a new llm without breaking it

C
codebyalan
C
codebyalan
CodeByAlan

About this gig

Your chatbot worked. Then the model changed and now it returns broken JSON, ignores its system prompt, or silently fails on tool calls.


I fix exactly this.


I maintained a production chatbot at an AI travel-tech startup through a full LLM swap. Payment flows, booking logic and multilingual output all had to keep working for real paying users. Migrations break in specific, predictable places, and I know where to look.


WHAT I HANDLE

Migrating between OpenAI, Claude, Gemini or open models

Restoring behaviour after a deprecation or version bump

Broken function / tool calling and malformed JSON output

System prompts that stopped being followed

Token cost that jumped after a switch

Adding a fallback model so one outage doesn't take you down


HOW I WORK

Send me your repo or just a description of the break. Within 24 hours you get a written diagnosis what broke, why, and what fixing it involves before you commit to anything.


You get working code, a short written handover, and a test script so you can verify the fix yourself.


Async, written English, replies within a few hours.


Not sure which package fits? Message me your stack and I'll tell you straight.

Get to know CodeByAlan

CodeByAlan

AI Automation and Chatbots : LLM Integration, Telegram Bots, Scraping

  • FromChina
  • Member sinceJun 2026
  • Languages

    Chinese, English
I build and fix AI automations that run in production — not demos. At an AI travel-tech startup I kept one multilingual assistant live across Telegram, WeCom and web — migrating it onto a new LLM without downtime, fixing its payment and booking flows, and building the scrapers behind its recommendations. Before that I founded a studio that shipped a game to itch.io. Python and TypeScript, with n8n, Coze, the Telegram Bot API and the OpenAI / Claude / Gemini APIs. Every project: clear scope, code you own, and a written handover. Async-first, fast written English.

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