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sweetman.eth

PROFILE

Sweetman.eth

Over 16 months, Sweetman engineered Recoup-Chat, delivering a robust AI-driven chat and analytics platform. He architected end-to-end workflows for artist management, catalog analytics, and subscription monetization, integrating features like real-time chat, task automation, and sandboxed code execution. Leveraging TypeScript, Next.js, and Supabase, he migrated core APIs to Vercel for scalability, implemented secure authentication with Privy, and enforced data integrity through schema design and validation. His work included deep AI/LLM integration, automated evaluation pipelines, and modular UI components, resulting in a maintainable, extensible codebase. The Recoup-Chat repository reflects thoughtful engineering, balancing rapid feature delivery with long-term reliability.

Overall Statistics

Feature vs Bugs

82%Features

Repository Contributions

586Total
Bugs
64
Commits
586
Features
287
Lines of code
286,168
Activity Months16

Your Network

416 people

Work History

March 2026

4 Commits • 2 Features

Mar 1, 2026

March 2026 monthly summary for recoupable/Recoup-Chat: Delivered a major front-end overhaul of the Pulse feature by integrating it into the Tasks page with a new tabbed interface (Schedule/Recent/Pulse), removing the separate /pulse route, and enabling deep-linking to the pulse tab. This unifies navigation, improves maintainability, and reduces confusion for users. Fixed critical data handling for Pulse state by using the access token for user identification and removing unnecessary account_id usage, eliminating race conditions where pulses loaded for the wrong user. Removed mock data and orphaned components (e.g., PulseGreeting, PulseCard, PulseArticle…); reduced UI surface to a clean, working header with date and toggle. Refactored for SRP by extracting TasksTabs from TasksPage and consolidating tab logic and data fetching. Ensured correct import paths after refactor and preserved deep-link behavior via ?tab=pulse. Implemented real-time feedback for background tasks in the Prompt Sandbox by adding a polling UI that renders RunSandboxCommandResultWithPolling when a runId is present, improving responsiveness. CI/QA improvements included running unit tests on PR branches targeting test branches. Overall, these changes deliver a smoother user experience, reduce maintenance burden, and accelerate feature iteration.

February 2026

47 Commits • 23 Features

Feb 1, 2026

February 2026 — Recoup-Chat monthly summary: Delivered a substantial Sandbox ecosystem refresh, stronger API/workflow fidelity, and enhanced visibility into sandbox runs. The changes improved developer productivity, mobile UX, and overall system reliability, with security and performance refinements spanning authentication, SEO, and UI consistency.

January 2026

44 Commits • 16 Features

Jan 1, 2026

January 2026 (2026-01) highlights a successful migration of Recoup-Chat features to Recoup-API, with substantial improvements to chat routing, context management, and API security, plus targeted cleanup and reliability fixes. Key changes delivered across recoupable/Recoup-Chat include: - Chat API Routing & Context Improvements: proxy chat endpoints to recoup-api, add organizationId to system prompts, and implement RFC 8594 deprecation headers with a 90-day sunset. This reduces local processing, enables centralized routing, and improves migration readiness. - Recoup-API Integration & Cleanup: migrate artist creation to recoup-api endpoints (POST /api/artists), forward requests, remove local routes/tools, and adopt Privy access token authentication for MCP-style flows. Includes dead code cleanup and API endpoint pruning. - Memory & Email Linkage Enhancements: link sent emails to memories in memory_emails, with extraction and bulk inserts and associated tests for auditability and traceability. - Reliability & UI/Code Quality Improvements: fix race conditions in chat message delivery, handle undefined fields safely (e.g., artistSocials), stabilize API base URL usage in non-prod environments, remove legacy connectors logic, and perform broader code cleanup (e.g., removal of evals, legacy toolChains, and outdated endpoints). Overall, these changes accelerate feature delivery, reduce maintenance burden, improve security and reliability, and strengthen the business value of Recoup-Chat by enabling centralized API management and stronger data-traceability.

December 2025

29 Commits • 17 Features

Dec 1, 2025

December 2025 highlights a concerted effort to clean, modernize, and harden Recoup-Chat while expanding scalable deployment and security patterns. The month delivered a major codebase cleanup, migration of critical chat and catalog endpoints to Vercel, a Next.js core upgrade, and comprehensive authentication/validation improvements. These changes reduce technical debt, speed up deployments, and strengthen data security and access control across the chat ecosystem.

November 2025

29 Commits • 13 Features

Nov 1, 2025

November 2025 was a pivotal month for Recoup-Chat, delivering a durable Tasks system, robust chat enhancements, and key platform upgrades that strengthen product reliability and developer velocity. The work spanned database, API, UI, and integrations, driving faster task workflows, safer deployments, and improved user experience.

October 2025

56 Commits • 33 Features

Oct 1, 2025

In October 2025, the Recoup-Chat development effort delivered a comprehensive set of catalog analytics enhancements, data-model expansions, tooling improvements, and user-facing UI updates. The work tightened data quality, expanded ingestion flexibility, and accelerated catalog workflows, while modernizing tooling and integration points to drive business value and operational efficiency.

September 2025

31 Commits • 18 Features

Sep 1, 2025

2025-09 Monthly Summary for recoupable/Recoup-Chat: Delivered monetization and UX improvements across the product, enabling scalable self-serve subscriptions, richer enterprise capabilities, and stronger data integrity. Key outcomes include a new Pro Popup Stripe product at $99/month with Free Trial, substantial subscription management UX enhancements, and pricing/credits refinements that align with revenue objectives. Implemented data integrity safeguards and API/subscription consolidation, along with enterprise-facing features and targeted maintenance to ensure reliability and alignment with the modern tech stack.

August 2025

32 Commits • 18 Features

Aug 1, 2025

Concise monthly summary for 2025-08 focusing on business value and technical achievements for recoupable/Recoup-Chat. This month centered on delivering user-visible features, increasing observability, and solidifying the AI-assisted flow while expanding paid model controls and backend integration. Key improvements span chat preparation, release reporting, model management, AI integration, tooling organization, and workflow automation.

July 2025

46 Commits • 22 Features

Jul 1, 2025

In July 2025, Recoup-Chat delivered security, reliability, and social feature improvements across the codebase, significantly increasing data integrity and business value. Highlights include a database refactor for YouTube tokens with artist_account_id and row-level security, a streamlined YouTube-login conversation flow, and a proactive migration to AI SDK v5 with related chat API enhancements. The team expanded social capabilities with multi-social insertion, persisted scraped comments, social fans tooling, and data integrity safeguards (unique constraints), while hardening APIs by removing the YouTube tokens API and tightening token validation. Additional governance improvements include no-segments handling, legacy segment cleanup, and prompt-context optimizations, plus site polish with Terms and Privacy pages. Collectively, these changes improve security, reliability, scalability, and user experience, enabling faster feature delivery and safer data access for our customers.

June 2025

32 Commits • 22 Features

Jun 1, 2025

June 2025 monthly work summary for recoupable/Recoup-Chat focused on delivering automation, reliability, and data tooling across the Telegram bot, API endpoints, YouTube tooling, and data pipelines. The work delivered improved bot reliability, end-to-end automation, and expanded tooling for engagement and analytics.

May 2025

138 Commits • 57 Features

May 1, 2025

May 2025 performance summary for recoupable/Recoup-Chat: Delivered substantial feature breadth across chat capabilities, artist tooling, data workflows, and platform reliability. End-to-end Chat Image Support and SDK tool integration now enables image generation and rendering in conversations with a dedicated image skeleton and output components. Spotify integration expanded the platform with a Spotify search tool, artist/album/top-tracks queries, and deep research flows, enabling richer content discovery and analysis. New artist lifecycle tooling (create/delete artists) and an improved artist creation flow with on-create chat redirects, plus UI/UX enhancements (instructions/textarea placeholders) improved engagement and reliability. Refactored CreateCollection with Paymaster integration, added metadata JSON generation, and updated ABI and constants to support on-chain workflows. Apify webhook integration and data persistence improvements enable reliable ingestion and storage of posts/socials in Supabase, complemented by a new logging framework for observability. Cross-cutting quality improvements, including enhanced type safety, dedup logic, and privacy-conscious UI changes (e.g., hiding wallet addresses in MiniApp).

April 2025

40 Commits • 22 Features

Apr 1, 2025

April 2025 (Month: 2025-04) summary for recoupable/Recoup-Chat. Delivered a balanced mix of user-facing features, stability fixes, and platform-wide improvements that enhance reliability, performance, and developer efficiency. The work focused on enhancing chat routing, session hygiene, render consistency, and extensibility of Telegram integrations, while laying groundwork for richer data tooling and metadata capabilities.

March 2025

12 Commits • 2 Features

Mar 1, 2025

March 2025 performance summary for Recoup-Chat: Focused on delivering a rich Artist Social ecosystem and a smarter AI chat backend. Implemented new UI features (Posts and Fans) with robust pagination and infinite scrolling, and upgraded chat to a Vercel AI SDK with MCP-powered search and fan segmentation. While no explicit bug fixes were recorded in the data provided, the work delivers significant business value by improving content discovery, fan engagement, and context-aware chat experiences.

February 2025

30 Commits • 14 Features

Feb 1, 2025

February 2025 Highlights for Recoup-Chat: Substantial progress across the Segments feature, AI chat capabilities, asset workflows, and verification processes, delivering tangible business value through improved segmentation, faster AI-driven interactions, and more reliable reporting.

January 2025

12 Commits • 5 Features

Jan 1, 2025

January 2025 Monthly Summary: Delivered end-to-end AgentKit onboarding, authentication, and execution flow in Recoup-Chat, enabled secure Privy-based sign-in, dedicated sign-in route, and onboarding redirects with UI loading improvements; produced comprehensive AgentKit documentation and API reference; migrated platform tooling from Yarn to pnpm with lockfile updates and removal of obsolete service worker files; enhanced backend API coverage and error handling by adding GET /api/account by phone and refactoring POST flows; fixed a critical UX bug in the Analysis Button flow by wiring to lookupProfiles, adding loading states, and ensuring stable agent connections; expanded cross-project capability with Eliza's Coinbase AgentKit plugin integration for NFT/token management across Base Sepolia and Base Mainnet with runtime integration updates and environment/config guidelines; all changes were implemented with a focus on measurable business value and scalable engineering practices.

November 2024

4 Commits • 3 Features

Nov 1, 2024

November 2024 monthly summary for recoupable/Recoup-Chat focusing on building a scalable evaluation pipeline and real-time visibility into evaluation results. Delivered metadata-backed prompt evaluation storage, an automated evaluation framework with CI, and Slack-based result notifications to drive data-driven decisions and faster iteration.

Activity

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Quality Metrics

Correctness89.4%
Maintainability86.2%
Architecture85.6%
Performance82.6%
AI Usage41.6%

Skills & Technologies

Programming Languages

BashCSSHTMLJSONJavaScriptMarkdownPL/pgSQLPythonSQLShell

Technical Skills

AI DevelopmentAI EvaluationAI IntegrationAI SDKAI SDK IntegrationAI Tool DevelopmentAI Tool IntegrationAI integrationAI/LLM IntegrationAI/ML EngineeringAPI DevelopmentAPI DocumentationAPI IntegrationAPI InteractionAPI development

Repositories Contributed To

2 repos

Overview of all repositories you've contributed to across your timeline

recoupable/Recoup-Chat

Nov 2024 Mar 2026
16 Months active

Languages Used

BashMarkdownPythonTypeScriptYAMLCSSHTMLJavaScript

Technical Skills

AI EvaluationAPI DevelopmentAPI IntegrationBackend DevelopmentCI/CDData Analysis

Sifchain/sa-eliza

Jan 2025 Jan 2025
1 Month active

Languages Used

JavaScriptTypeScript

Technical Skills

API IntegrationBlockchainEnvironment ConfigurationFull Stack DevelopmentNode.jsPlugin Development