Twill Brain

Tech Sync

2 min read

Tech Sync

Date: 2026-03-13 · Duration: 35.61000061035156 min Organizer: Nader Attendees: Martin, Mike, Nader, Raymond, Sparsh, Ahmad

Summary

  • Deployment Success: Application deployed on Azure, separating development, staging, and production for better data management.

  • Merchant Fee Issues: Missing EMS merchant data identified; manual ingestion and revalidation needed to restore fees.

  • Document Extraction Improvements: Exploring new libraries to address document processing delays and improve accuracy; delays over 90 seconds noted.

  • Feature Development Update: Tickets dashboard integration ongoing; staging deployment expected soon; updates to acceptance criteria planned.

  • UI Redesign Efforts: Team brainstorming application redesigns inspired by competitor tools to enhance functionality and user experience.

  • Quality Control Enhancements: Plan to tighten validation and logging for pricing and document processes, ensuring greater operational oversight.

Action Items

  • Sparsh S Perform QA on pricing equipment section and report findings (01:18) Create a separate database or schema for staging environment to separate data and workload (04:44) Investigate missing EMS pricing and equipment fees data and rerun JSON ingestion if needed (09:56) Share Azure deployment credentials with the team (02:41)

Raymond Ehizoba Integrate backend APIs with frontend UI and deploy working version of tickets dashboard to staging by end of day (13:21) Update acceptance criteria post-meeting to reflect current ticket progress (14:36)

Martin Elias Costa Continue research and improvements on document extraction to reduce latency and enhance accuracy (15:17) Implement asynchronous classification workflow allowing documents to be saved as unclassified and updated later (25:29) Address leftover review comments, especially ticket 1093 and related PRs (31:37) Respond to comments on ticket 572 and continue brainstorming UI flow and application redesign (33:29)

Ahmadreza Abdoli Complete and test tickets 1040 and 832, then submit PRs (27:45) Submit PR correcting car type column name and adding residual values to endpoints (27:45) Investigate merchant list discrepancies, check for duplicates, and consider logging merchant IDs for detecting missing data (29:32) Reduce priority of tickets as discussed and move to next tasks accordingly (32:30)

Nader Atrchin Monitor ticket reviews and ensure leftover comments on tickets in review are addressed before new work begins (30:50) Facilitate prioritization of critical tasks related to extraction improvements and ticket closures (31:00)

Graph View

Backlinks