Tagged: FastAPI
7 articles tagged with “FastAPI”
Evolving a Ticket Assistant from Plans to Tool Chaining
How a conversational work assistant moved from explicit multi-step plans to a bounded tool loop, while adding deterministic shortcuts, design decisions, independent criticism, and UI-first prototyping.
Autonomous Dev Agent with a Separate Critic
A headless poller that picks tickets up, plans them, executes code in the right repo, runs a separate quality gate, and opens the PR — with humans approving plans and reviewing escalations.
Agentic SDLC Platform: From Ticket to PR
A multi-agent platform that takes a ticket from intent to merged PR — story authoring, planning, code execution, and quality review, with a human in the loop only at the moments that matter.
Agentic RAG with Iterative Refinement
A hybrid retrieval service for code, tickets, and docs — with an LLM that critiques its own results, auto-fetches parent classes or config files when a chunk is incomplete, and refines the query when results miss.
A Conversational Ticket Assistant That Plans Before It Acts
A chat interface that doesn't just call tools — it decomposes complex goals into approvable plans, references prior step outputs, recovers from failures, and verifies the goal after completion.
Multi-Agent Supply Chain Q&A System
A LangGraph-based multi-agent system that intelligently routes supply chain queries to specialized agents for structured data, documents, and synthesis.
Hybrid RAG Retrieval Pipeline
A production-grade RAG pipeline combining vector search, BM25, and knowledge graph traversal for superior retrieval accuracy.