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Research

Pre-decision research artifacts: landscape scans, deep dives, focused spikes. Each doc is opinionated and feeds one or more upcoming ADRs.

📄️Agentic Application Landscape, 2024–2026

Status: Landscape scan to anchor vocabulary for upcoming Ratiba ADRs (A1 orchestration, A2 human-in-the-loop, A3 evals, B dev-process).

📄️Eval Frameworks for Conversational Agents (Ratiba)

Status: A3 deliverable. Feeds ADR-0004 (testing strategy under conversation-as-state).

📄️Human-in-the-Loop Handoff Model for Ratiba

Status: Research deliverable. Feeds candidate ADR-0006.

📄️LangGraph PostgresSaver Multi-Tenant Schema Spike

Date: 2026-04-25

📄️Orchestration Patterns for CustomerOrchestrator and AdminOrchestrator

Status: A1 deliverable. Inputs to ADR-0003 (FSM persistence) and candidate ADR-0005 (orchestration model).

📄️Payments Orchestration — M-Pesa STK Push and PesaPal Hosted Redirect

Status: Research deliverable, feeds candidate ADR-0007 (payments-orchestration).