π§ The Planner's Assistant: Forward Roadmap
AI meets planning judgement, with a BPM that never drops.
π§ Upcoming Releases
Full FastAPI Backend Launch Sites, constraints, policies, reports β structured, scalable, and ready to move.
Static Demo Interface Fully client-side walkthrough with preloaded reasoning. No server? No problem. Just vibe.
Constraint Detection Layer Geospatial triggers, policy cross-referencing, and the occasional euphoric breakdown.
Multimodal Application Parsing Text, PDF, spatial data, site photos β all mashed into a coherent, judgement-ready mix.
Dynamic Report Templates Different templates for different applications. Major? Outline? Full? Choose your track.
π΅ AI Reasoning Engine: Next Drop
Master Reasoning Model (MRM) Orchestrates subsidiary agents like a laser show in sync. Intent handling, task assignment, response harmonisation.
Recursive Clarification Prompts Donβt stop at surface-level. Ask again, ask deeper. Build clarity like a progressive trance buildup.
Constraint-Aware Retriever Structured filters based on ontology rules. Pulls the right policy, just in time for the drop.
Interactive Planning Balance Matrix A judgement interface thatβs not just clickable β it grooves. Shift weights, tilt the balance, feel the discretion.
Traceable Reasoning & Officer Overrides Every decision leaves a trail. Nothing hidden in the mix.
Live Preview Report Editor Toggle, tweak, and remix outputs in a structured editing pane.
π Stretch Goals
Multimodal Policy Interpretation Planning documents + vision models. The full sensory experience.
Reranker Fusion for Hybrid Retrieval Semantic + symbolic alignment. Every query gets a response worth dancing to.
Progressive Disclosure UI Enhancements Hide the complexity until you need it. Reveal like a breakdown returning to beat.
Planning Agent Personalisation Configure reasoning tone, report length, and evidence weight β because not every planner likes the same BPM.
Audit Dashboard for Officer Collaboration Who judged what, when, and why. Filter by application type or mood.
π Ecosystem & Interaction
Public Site Enhancements Streamlined UX, faster load, tighter visuals. Eurodance energy, GOV.UK compliance.
Interactive Reasoning Showcase Live, explorable reasoning paths with fake data. Pure frontend, pure vibes.
Contribution Onboarding Docs, issues, and quick-start guides. Let others step into the rhythm.
Structured Dev Logging Keep track of commits, changes, and big drops with changelogs that thump.
Future Plugin Support Slot in new agents, templates, or visual modules like remix tracks. Extend the set.
π Rhythm of Development
This roadmap evolves in tempo with the system. Expect fast sprints, deep builds, and the occasional euphoric surprise drop.
For changelogs, prototypes, or dev chats: stay tuned.
"Planning is serious business. But your tools? They can still move."