B2B Software Providers (APIs, Devtools, Infra)

✅ Niche & Pain

Tech tools often have complex onboarding, scattered documentation, and overloaded dev relations teams.

🤖 Agents

• Dev Onboarding Copilot

• Changelog/Docs QA Agent

• Issue Diagnoser Agent (e.g., CLI errors or API misuse)

• Community Moderator Agent

🧠 ML / Models

• Code search + RAG over docs

• NLP error matcher

• Fine-tuned classification models for questions/issues

• Summarization of GitHub/Discord threads
  
  

🧩 Integrations

GitHub, Discord, Slack, Postman, API logs

🔁 Workflow

1. New user chats with onboarding copilot trained on API or SDK.

2. Users ask questions → agent replies with doc links + examples.

3. If errors occur, agent suggests fixes + logs bug reports.

4. Auto-summarizes weekly changelog with highlights for the team.
   
   

💸 Business Impact

→ 24/7 DevRel without headcount
→ Faster time to value
→ Better feedback loops from users