250 conversations

The assistant successfully built the WOTCFY Partners MVP application, achieving 100% database compliance with the existing Supabase schema. Key features delivered include real-time capabilities via postgres_changes, tier-based authentication, a commission system with defined splits, PayPal integration for payouts, and team management functionalities. The application was built within 24 hours and i

The conversation is focused on debugging and refining a WOTC PDF extraction system. Initial issues included data not saving, multiple applicants not being saved, and incorrect data formatting for NYYF. Significant progress has been made in fixing syntax errors, database schema mismatches, and data mapping. The current focus is on ensuring all possible fields are populated in the `extracted_applica

The conversation focuses on refining the Data Entry Guy's (DEG) workflow for the WOTC Processing App, specifically detailing the manual data entry process for various forms (PII, 8850, 8Q, NYYF). Key decisions include starting fresh with manual entry, using a notes field instead of validation for PII, and clarifying the 'Edit Applicant' button's specific use case. The interaction also addresses am

The agent is continuing the process of generating WOTC submission guides for all 50 US states and Washington D.C. The user has requested to be notified only upon completion of all jurisdictions. The agent has confirmed it will proceed silently until all guides are ready.

The user requested to find discussions about the Work Opportunity Tax Credit (WOTC) within the last two weeks. Initial searches were broad, but the user refined the request to focus on recency. The AI has been executing searches across various platforms, including Reddit, Intuit's support forums, Ask a Manager, City-Data, and HR-focused blogs, using keywords like 'WOTC', 'Work Opportunity Tax Cred

Mordechai, operating under the brand 'iam.api', is leveraging his expertise in Next.js, Supabase, and LLM orchestration to identify and capitalize on the underutilized market of zone-based hiring credits. The core technology stack includes OCR and data extraction pipelines, a geocoding microservice, and LLM agents. The immediate goal is to generate a detailed prompt for Claude to research and outl

Mordechai is focused on improving the `wotcfy_app` codebase, prioritizing critical TypeScript fixes, dependency cleanup, and documentation. He's also strategizing on how to bring in valuable features from `wotcfy_shelet` while keeping `wotcfy_app` as the primary asset. Simultaneously, he's addressing an immediate need to demonstrate progress to his wife by reaching out to 5 potential users/partner

Mordechai is focused on improving the `wotcfy_app` codebase, prioritizing TypeScript fixes and cleanup. He's also exploring how to integrate features from `wotcfy_shelet` and strategizing on how to acquire initial users or partners for his WOTC service. A key decision was made to prioritize direct user acquisition over partners for faster validation and progress, especially given personal time con

The WOTC tax credit has a strong history of retroactive renewal, with 13 out of 13 instances of lapsing being followed by legislative reinstatement. While the current extension is set to expire on December 31, 2025, historical patterns suggest a high likelihood of renewal, though the exact legislative status remains uncertain. The immediate focus is on capitalizing on the existing credit before th

The conversation focuses on integrating a WOTC address validation webhook into an existing application. Key challenges involved ensuring correct Vercel deployments, syncing new logic with legacy components like the 'Check Now' button, and updating database schemas and UI elements to display validated EZ data. The process involved debugging Vercel-GitHub connections, fixing TypeScript errors, and r

The conversation focuses on building a custom WOTCFY application using Supabase UI, leveraging the Sparkii boilerplate as a base. Key decisions include selecting the `xsjyfneizfkbitmzbrta` Supabase project and downgrading Tailwind CSS. The team is exploring how to integrate the SHELET Protocol as both a building process and product architecture. A comprehensive URL testing index has been created,

The user is requesting a detailed analysis of several WOTC-related webhooks: `sparkii-wotc-pdf-applicants-webhook`, `sparkii-wotc-address-ez-calc-webhook`, `sparkii-wotc-applicants-responses-webhook`, and `sparkii-wotc-orchestrator-webhook`. The primary goal is to understand their functionality in plain English, identify database interactions (including tables and fields), and map out the overall

The conversation focuses on simplifying the WOTCFY application by removing payment functionality and streamlining the WOTC data extraction process. Key decisions include making the app free, removing Stripe integration, and improving PDF processing. The assistant identified the most advanced Python script (`claude4_processor.py`) for integration and addressed issues related to session persistence

The user has been iteratively refining data visualizations related to WOTC grant applicants. Initial analysis focused on overall applicant numbers and distributions by year. The focus then shifted to hire dates, filtering for specific years (2021-2023) and breaking down data by month and quarter. The analysis explored trends by discipline and branch, and then specifically for 'Certified' and 'Deni

The user clarified the complex interaction between Form 8850 and the 8-Question Form for WOTC eligibility. The core logic is now defined: if Form 8850 shows eligibility (checkboxes 1-7 marked), the 8-Question form is bypassed. If Form 8850 shows ineligibility (no checkboxes marked), the 8-Question form is consulted. If the 8-Question form then indicates eligibility, the system must record this, al

The conversation focused on understanding Nebraska's Legislative Bill 937 (LB937) and its associated tax credits, particularly the Support Act for Intellectual and Developmental Disabilities. The goal was to determine if a client could claim additional tax credits for employing Direct Support Professionals (DSPs) and individuals with Medicaid waivers. Key details about eligibility, credit amounts,

Mordechai is refining the WOTC verification workflow, focusing on simplifying the UI and clarifying eligibility logic. Key decisions include removing manual EZ determination, implementing real-time address validation, and splitting the data page into 'needs_verification' and 'verified' sections. The focus is on automating EZ eligibility based on age and employment zone data, and removing complex p

The user is working on the WOTCFY Partners MVP, focusing on building a production-ready application that is 100% compliant with the existing Supabase database schema. Key tasks include setting up authentication, implementing a commission system with specific splits, integrating PayPal for payouts, and ensuring tier-based access control. The process involves iterative refinement of database types,

Mordechai is seeking to programmatically determine if addresses fall within the New York WOTC Employment Zone. The initial exploration involved ESRI's geocoding API, but the focus shifted to a simpler, free solution using Python, GeoPandas, and HUD's Empowerment Zone shapefiles. The current stage involves identifying the specific shapefile download URLs and then filtering that data to isolate New

Mordechai is developing a strategy to identify and engage manufacturing companies that are likely not claiming utility sales tax exemptions. The focus is on creating 'bucket profiles' of these companies, prioritizing mid-sized traditional manufacturers due to their digital footprint and ease of automated outreach. The conversation explores alternatives to cold email, highlighting active buyer resp

The project aims to transition the WOTC application processing system from Google Sheets to a relational database, leveraging GPT-4 for data analysis and structuring. Initial attempts involved prompting GPT-4 for analysis, but issues arose with sample data, incorrect calculations (WOTC eligibility rate), and technical loops. Decisions were made to upload full Excel sheets, motivate GPT-4 for deepe

The conversation is in an exploratory phase, focusing on setting up and configuring a WOTC PDF processing application. Key activities include cloning repositories, installing necessary Python packages (like 'anthropic' and 'python-dotenv'), updating environment variables in a `.env` file for Supabase and Anthropic API keys, and attempting to run test scripts. There's a clear goal to create a light

TC Specialist, already processing WOTC for BK Behavior Ventures, can expand its service offering to include Nebraska's Caregiver Tax Credit (LB937) and the Individuals with Intellectual and Developmental Disabilities Support Act (LB1025). This involves understanding the distinct eligibility criteria for each credit, particularly for employers of Direct Support Professionals (DSPs) under LB1025. To

The conversation focuses on organizing Mordechai's WOTCFY development efforts, specifically regarding a monorepo structure for three related applications. Key decisions include retaining the monorepo due to shared components and identifying current progress (auth, PDF upload, DB structure) and remaining work (verification UI, partner dashboard). The assistant is actively analyzing chat logs to pro

Mordechai is exploring the development of a lightweight WOTC PDF processing application. The core idea is to allow users to upload PDFs, have AI extract relevant information (specifically Form 8850 and Form 8QF), and then present this data for verification. He has cloned a Supabase boilerplate and is examining its structure, including authentication, dashboard, Supabase integration, UI components,

The core of the discussion revolves around optimizing the financial and tax implications of Mistrite Optica's significant accumulated losses (approx. 7 million shekels) and a 2.5 million shekel debt owed to Darren's company, Balmoral. The primary goal is to allow Balmoral to write off this debt for tax benefits without causing Mistrite Optica to go insolvent, thereby preserving its substantial tax

The conversation focuses on planning the transition of a WOTC application processing system from manual Google Sheets to an automated database solution using Supabase and Retool. Key decisions include adopting a phased approach (Foundation, Automation, Enhancement), integrating historical and live data, and leveraging AI tools like GPT-4 and Claude for accelerated development and analysis. The MVP

Mordechai is executing a plan to rebuild the wotcfy.com platform, focusing on a first-principles approach to create the best product during the WOTC program hiatus. The strategy involves a new landing page with tiered pricing (including a free tier), integration with Supabase for auth and data storage, and preparation for Stripe payments. The current state of the WOTC program (expired but likely t

The user is requesting a multi-dimensional analysis of a WOTC (Work Opportunity Tax Credit) processing application. The analysis should cover code quality, architecture, specific form implementations (Form 8850, WOTC Questionnaire, NYS #1, NYS #2), eligibility detection (EZ), data entry validation, email and document capturing systems (Gmail integration, attachment processing, email viewing/respon

The user wants to build a lightweight, simple web application for processing WOTC forms from PDFs. The core idea is to allow users to upload a PDF, have it processed by an AI (Claude 4), view a verification screen with the extracted data, and then export or save the data. Key decisions include using a pay-per-applicant model ($0.99), implementing magic link authentication with optional SMS verific