# THIS is the BEST way to resolve Agent 3 issues **URL:** \ **Category:** Agent & Assistant\ **Tags:** using-replit, how-to, workspace, agent\ **Created:** [September 15, 2025, 4:47pm UTC](https://replit.discourse.group/t/this-is-the-best-way-to-resolve-agent-3-issues/7081 "2025-09-15T16:47:13Z")\ **Posts on this page:** 20\ **Page:** 1
**Author:** ![Gipity-Steve](https://yyz2.discourse-cdn.com/flex010/user_avatar/replit.discourse.group/gipity-steve/32/1431_2.png) [@Gipity-Steve](https://replit.discourse.group/u/Gipity-Steve)\ **Post date:** [September 15, 2025, 4:47pm UTC](https://replit.discourse.group/t/this-is-the-best-way-to-resolve-agent-3-issues/7081/1 "2025-09-15T16:47:13Z")
- stand on one leg (must be your left leg in build mode, or right leg in plan mode) - whistle your country’s national anthem - at least 3 verses - ensure you caught the rabbit in your basket in Agent level 2 - Replit will then unlock access to Agent level 3, where you are able to use _Pro Prompts_ - alternatively, buy the game _cheats_ from Replit, just $200 each Sorry, but I’ve decided if we don’t laugh about this, we are all going to cry 😢😢 ---
**Author:** ![jefftj86](https://yyz2.discourse-cdn.com/flex010/user_avatar/replit.discourse.group/jefftj86/32/1189_2.png) [@jefftj86](https://replit.discourse.group/u/jefftj86)\ **Post date:** [September 16, 2025, 3:52am UTC](https://replit.discourse.group/t/this-is-the-best-way-to-resolve-agent-3-issues/7081/2 "2025-09-16T03:52:34Z")
It is insane they would drop such a buggy release, it’s halted all my production. ---
**Author:** ![shawn93](https://yyz2.discourse-cdn.com/flex010/user_avatar/replit.discourse.group/shawn93/32/1239_2.png) [@shawn93](https://replit.discourse.group/u/shawn93)\ **Post date:** [September 16, 2025, 6:58pm UTC](https://replit.discourse.group/t/this-is-the-best-way-to-resolve-agent-3-issues/7081/3 "2025-09-16T18:58:40Z")
I mean, I don’t think the release itself is that insane. Stuff happens (looking at you Crowdstrike). What’s crazy to me is there wasn’t an immediate rollback until they figure it out. ---
**Author:** ![jefftj86](https://yyz2.discourse-cdn.com/flex010/user_avatar/replit.discourse.group/jefftj86/32/1189_2.png) [@jefftj86](https://replit.discourse.group/u/jefftj86)\ **Post date:** [September 20, 2025, 8:40pm UTC](https://replit.discourse.group/t/this-is-the-best-way-to-resolve-agent-3-issues/7081/4 "2025-09-20T20:40:29Z")
its insane they still haven’t rolled bsck. I’m still basically unable to contiue working on my app, it barely reacts to prompts unless i enable high power mode. I did that with level medium from their new options and I worked with it for 30 minutes, $120 in charges. I guess i’ll be finding real programmers to finish the project, at $240 an hour for subpar results we have lost the plot of what this was supposed to do, i can hire three dedicated programmers at this point. ---
**Author:** ![realfunnyeric](https://yyz2.discourse-cdn.com/flex010/user_avatar/replit.discourse.group/realfunnyeric/32/2150_2.png) [@realfunnyeric](https://replit.discourse.group/u/realfunnyeric)\ **Post date:** [September 20, 2025, 9:19pm UTC](https://replit.discourse.group/t/this-is-the-best-way-to-resolve-agent-3-issues/7081/5 "2025-09-20T21:19:00Z")
This is not my experience with the new changes. The autonomy toggle was, in effect, a rollback of sorts. It allows you to go back to a v2 like experience, where you can disable architect and all other autonomy (Low mode). It sounds like you have some other nagging issue in your codebase and trying to brute force it with high power mode and failing is running up the tab. Take a step back, assess, and post more details here if you want some additional help. ---
**Author:** ![jefftj86](https://yyz2.discourse-cdn.com/flex010/user_avatar/replit.discourse.group/jefftj86/32/1189_2.png) [@jefftj86](https://replit.discourse.group/u/jefftj86)\ **Post date:** [September 20, 2025, 9:26pm UTC](https://replit.discourse.group/t/this-is-the-best-way-to-resolve-agent-3-issues/7081/6 "2025-09-20T21:26:49Z")
What should I post, I have been working on this system since the begining of the year, I ahve put alot of time and money into it, agent two would work fine with the codebase and would browse the files and features we built well, I documented everything in the app well so the agent could follow everything and this worked great and costs were managable. Now it seems the agent tries to initiate a task, then just gets lost and hangs, nothing happens. I’m not getting charged for this which is fine, but the only way to get it unstuck is to enable high power mode which is expensive. I had the extended thinking mode enabled all the time since they introduced it and it would work great. here is a copy of my replit.md **IZIOS Diamond Management Platform** ## **Overview** IZIOS is a comprehensive diamond intelligence platform focused on lab-grown diamonds. It functions as an inventory management system and an e-commerce platform capable of handling 600k+ to 1M+ diamond inventories. The platform aims to lead the lab-grown diamond market by leveraging AI for a superior customer experience, offering transparent pricing, and providing sophisticated analytical tools, simplifying diamond discovery and purchasing. ## **User Preferences** Preferred communication style: Simple, everyday language. Preferred color scheme: Blue colors with pastel blends instead of gray tones - likes blue but wants soft, pastel variations rather than intense blues. ## **System Architecture** ### **Frontend** - **Framework** : React with TypeScript - **Styling** : TailwindCSS with shadcn/ui components - **State Management** : TanStack React Query - **Build Tool** : Vite - **Design** : Mobile-first, responsive, pastel blue color scheme with glassmorphism effects, consistent typography, and Framer Motion animations. Collapsible measurements and enhanced specification badges on diamond cards. ### **Backend** - **Runtime** : Node.js with Express.js - **Language** : TypeScript - **Authentication** : JWT tokens with role-based access control; PostgreSQL-based session store. - **API Design** : RESTful endpoints with GraphQL integration for external services. - **Nivoda Services Architecture** : 3-tier system with centralized token management, priority-based service coordination (max 2 concurrent services), and unified API client with rate limiting and request queuing. - **Performance** : Multi-tier caching and composite database indexing for sub-200ms search response times. Intelligent 360° video preloading with device-aware optimization. - **Nivoda Hold Management** : Holds placed ONLY after payment success. Admin interface at `/admin/holds` with release controls and Nivoda synchronization. - **Proprietary Systems** : IZIOS LightScore™ (AI-enhanced 1-100 scale optical performance analysis) and SmartPrice™ (AI-driven market intelligence pricing system). - **Diamond Import & Management** : Fixed fancy color extraction for display; comprehensive internal order management; platform-agnostic diamond hold service; comprehensive notification system. - **SEO & Performance** : Server-Side Rendering (SSR) for listings and key pages; AMP for mobile SEO. - **AI & Market Intelligence** : Database-driven SmartPrice™; Diamond Scout™ (GPT-5 powered search infrastructure with function calling, conversational interaction, and AI-powered vector search using PostgreSQL pgvector with OpenAI embeddings). Optimized multi-tier GPT-5 model selection for cost reduction. Text-based color filtering. - **Admin & Compliance** : Comprehensive API documentation at `/docs`; unified SEO management at `/admin/seo`; FTC & GIA regulatory compliance transparency. - **Integration Features** : Enhanced OpenGraph Chat Integration with rich diamond previews; comprehensive API security & rate limiting; ChatGPT Smart Search API integration. - **Email & B2B** : Complete email subscriber management system at `/admin/email-management`; enhanced B2B checkout with company information and address book. - **Dynamic Page Generation** : Zero-404 system for diamond URLs, parsing details from URLs and suggesting alternatives with AI. - **Diamond Management Center** : Handles 600k-1M diamonds with archival controls, Nivoda import integration, bulk operations, advanced filtering, and live statistics. - **Advanced Diamond Import Controls** : Multi-tab configuration dialog for source selection (Nivoda, CSV, RapNet, IDEX), filters (origin, color, shape, price, carat, quality, location), scheduling, and technical options. - **Nivoda API Integration** : Corrected GraphQL queries, field mappings, and nested response handling for comprehensive diamond data retrieval and large inventory processing. - **International Expansion Ready** : Added country field to diamond schema with “United States” default, positioning system for future international diamond support. - **ShipStation Integration Complete** : Fully operational Custom Store XML endpoint with authentication, proper order data formatting, and country field support for comprehensive shipping management. - **Fancy Color Bug Resolution (Aug 2025)**: Successfully resolved missing fancyColor field in TypeScript schema. Added proper field mapping, enhanced extraction service to recognize fancy colors in main color field, and updated all 88 existing fancy diamonds with accurate color data. Both fancy and white diamond filtering now function correctly with authentic Nivoda data. - **Comprehensive Route Audit (Aug 2025)**: Successfully reduced system from 135 to 120 total route files, removing 15 unused/duplicate routes. Diamond-related routes streamlined from 29 to 14 essential routes, eliminating duplicates like clean-diamond-search.ts, normalized-diamond-api.ts, optimized-diamonds-api.ts, performance-diamond-api.ts, and others. System functionality verified working after cleanup with proper API responses and reduced LSP errors. - **Import Efficiency Optimization (Aug 20, 2025)**: CRITICAL FIX - Resolved import system wasting time on 100% duplicates. Implemented smart offset calculation (database count + 30% buffer - reduced from 50% for safety) and aggressive duplicate escape strategy (1000+ position jumps with 90% boundary protection). Fixed resume logic to start at ~65,278 offset instead of 50,000 for 50k+ diamond databases. Import efficiency dramatically improved from 0% to expected 80%+ new diamonds per session. - **Volume Management System (Aug 20, 2025)**: Implemented comprehensive optimizations for handling 600k-1M diamonds: Daily availability checker (2 AM daily) that ONLY archives diamonds confirmed unavailable through API checks (not time-based), inventory checker upgraded to 500 diamonds per session, duplicate cleanup system, database optimization with VACUUM ANALYZE. Added boundary protection to prevent imports jumping past 500k limit. UI session display fixed to show proper progress with fallback to 500,000 total. NOTE: Diamonds can sit for months and remain available - archiving is based on availability, not age. - **Unified Scheduler Manager (Aug 20, 2025)**: MAJOR UPGRADE - Replaced scattered scheduling with centralized coordination system. Staggered task timing (price updates: 20min, availability: 35min) prevents API conflicts. Import-aware scheduler automatically pauses maintenance during imports, resumes when complete. Single concurrent task limit with emergency stop. Coordinates with existing NivodaServiceCoordinator for comprehensive API management. - **Zero-404 Dynamic Page Generation (Aug 23, 2025)**: CRITICAL FEATURE - Implemented sophisticated zero-404 system that eliminates internal server errors for crawled diamond links. System parses requested diamond URLs to extract specifications (shape, carat, color, clarity, stock ID), serves proper HTML pages with “diamond no longer available” message and similar alternatives within 10% tolerance. Features: URL parsing middleware that sets flags for missing diamonds, dedicated `/api/diamond-not-found/similar` endpoint that finds recommendations, React page component that displays similar diamonds with proper SEO, automatic redirect from missing `/diamond/*` URLs to `/diamond-not-found?url=...` with 302 redirects for crawlers. Eliminates JSON 404s and provides user-friendly alternatives instead of internal server errors. - **Scoring System Standardization (Aug 23, 2025)**: CRITICAL UPDATE - Standardized all LightScore™ and SmartPrice™ references to use consistent 1-100 scale throughout the platform. Updated terminology service, API documentation, user guides, technical documentation, and all scoring functions to reflect AI-enhanced approach. Enhanced messaging focuses on proprietary machine learning algorithms and computer vision technology while avoiding competitive references. All SmartValue references updated to SmartPrice™ for consistent branding. Function names updated from calculateSmartValue to calculateSmartPrice across all services. Added advanced computer vision details: LightScore™ vision model trained on hundreds of thousands of 360° diamond views to detect optical properties and light transmission, identifying superior diamonds beyond basic measurements and sometimes inaccurate grading reports (does not yet perform 3D mapping - analyzes existing 360° views for optical effects). Removed specific facet count claims to maintain accuracy. ### **Data Storage** - **Primary Database** : PostgreSQL 16 with Drizzle ORM. - **Schema** : Single table (`lab_grown_diamonds`) optimized for search. - **Caching** : NodeCache for search results, filter options, and count queries. - **Session Storage** : PostgreSQL session store. ## **External Dependencies** - **Nivoda GraphQL API** : Primary diamond inventory source. - **WooCommerce API** : Checkout, order management, and fulfillment backend. - **SendGrid** : Email notifications. - **Stripe** : Internal payment processing. - **ShipStation API v2** : Comprehensive shipping and fulfillment management (rate shopping, label creation, session processing, tracking, manifests, pickup scheduling). - **FedEx API** : Address validation and standardization. - **Replit PostgreSQL** : Managed database service. - **Media Proxy** : Diamond image and 360° video delivery. - **Google Shopping Feed** : Product data submission. - **OpenAI DALL-E 3** : Integrated with AI Jewelry Designer for image generation. - **Replit Object Storage** : Permanent storage for AI Jewelry Designer generated images and user profile images with client-side processing. ## **Image Storage Standards** ### **Client-Side Image Processing & Replit Object Storage** **Standard Pattern for All Image Uploads (Profile Images, Product Images, etc.):** **Frontend Processing:** - Browser-based image resize to 300px max dimension (maintains aspect ratio) - Convert to WebP format with 85% quality for optimal compression - Client-side validation (file type, max 10MB original size) - Base64 encoding for server transmission **Backend Storage:** - Use `@replit/object-storage` Client for all image operations - Store processed images with organized filenames: `{category}/{userId}-{timestamp}.webp` - Generate public URLs for serving: `/api/{category}/serve/{filename}` - Implement caching headers for optimal performance **Example Implementation Pattern:** ```auto // Client: ProfileImageUploader.tsx - Browser processing & upload ``` `const processImage = (file: File): Promise => {` `// Canvas-based resize to 300px + WebP conversion` `};` `// Server: profile-image.ts - Replit Object Storage` `const { Client } = require('@replit/object-storage');` `const client = new Client();` `await client.uploadFromBytes(filename, imageBuffer);` **Benefits:** - No server-side image processing overhead - Consistent WebP format across platform - Efficient cloud storage with CDN-like serving - Scalable for high-volume image uploads ---
**Author:** ![realfunnyeric](https://yyz2.discourse-cdn.com/flex010/user_avatar/replit.discourse.group/realfunnyeric/32/2150_2.png) [@realfunnyeric](https://replit.discourse.group/u/realfunnyeric)\ **Post date:** [September 20, 2025, 9:29pm UTC](https://replit.discourse.group/t/this-is-the-best-way-to-resolve-agent-3-issues/7081/7 "2025-09-20T21:29:43Z")
Well, Jeff, this is what you get for changing your username! 😂 You’re right, you have been at this for some time, and have a monster app. I remember all the trials and tribulations on this one. I’m going to get some clarity for you on exactly what ‘extended thinking’ did in v2, and how we can mimic that behavior with options available to us now. I’m also going to shoot you a DM. ---
**Author:** ![realfunnyeric](https://yyz2.discourse-cdn.com/flex010/user_avatar/replit.discourse.group/realfunnyeric/32/2150_2.png) [@realfunnyeric](https://replit.discourse.group/u/realfunnyeric)\ **Post date:** [September 20, 2025, 9:40pm UTC](https://replit.discourse.group/t/this-is-the-best-way-to-resolve-agent-3-issues/7081/8 "2025-09-20T21:40:41Z")
Word is, use Medium. It uses ‘extended thinking’ by default, and instead of having Sonnet think longer, subagents get involved. I’m sure you tried this, but sometimes a problem can be pesky. I’ve had to call in an FSD a few times to bail me out when I can’t prompt out. ---
**Author:** ![jefftj86](https://yyz2.discourse-cdn.com/flex010/user_avatar/replit.discourse.group/jefftj86/32/1189_2.png) [@jefftj86](https://replit.discourse.group/u/jefftj86)\ **Post date:** [September 20, 2025, 9:44pm UTC](https://replit.discourse.group/t/this-is-the-best-way-to-resolve-agent-3-issues/7081/9 "2025-09-20T21:44:03Z")
I know its my fault I was posting as Hypler, its because when i started i had my account on replit under hypler sorry I have been out for a while working on this and other projects. I’m thinking it has to do with the sheer size of the codebase, which was not an issue before but obviously I need to make adjustments to adapt to v3. I’m sure it works great but i don’t want to take the risk of having to re-factor everything geta $600 bill and it breaks everything, i have alot of the app working well already, I just need to comb out some small things and build out the social functions and connect with my builder system on my GPU servers for the designer. 📊 IZIOS Codebase Size Summary **Overall Scale** - - **646,965 total lines** across 2,655 files - **Frontend** : 171,374 lines (React + TypeScript) - **Backend** : 178,339 lines (Node.js + Express) - **Scripts** : 158,701 lines (automation & utilities) **📁 Directory Breakdown** - **🏗 Technical Architecture** **Frontend Stack:** - React 18 + TypeScript - TailwindCSS + shadcn/ui components - TanStack Query for state management - Vite build system **Backend Stack:** - Node.js 20 + Express.js - TypeScript with strict mode - Drizzle ORM + PostgreSQL 16 - 120+ API routes across multiple domains **Database:** - PostgreSQL 16 with pgvector extension - 25+ tables managing 500k+ diamond inventory - Complex relationships for orders, users, analytics **🚀 Key Features Implemented** **AI-Powered Features:** - Diamond Scout™ AI search (GPT-4o integration) - Natural language diamond queries - Vector similarity search with pgvector **Diamond Management:** - 500,000+ lab-grown diamond inventory - Real-time Nivoda API integration - Advanced optical scoring (LightScore™) - Market intelligence (SmartPrice™) **E-commerce Platform:** - Complete shopping cart & checkout - Order management system - User authentication & profiles - Admin dashboard with comprehensive controls **Advanced Systems:** - Multi-tier caching architecture - WebSocket real-time updates - Email notification system - SEO optimization with sitemaps - Mobile-responsive design **📈 Performance Metrics** **Search Performance:** - Sub-200ms diamond search responses - Handles 500k+ diamond database efficiently - Composite database indexes for optimization **Import Capabilities:** - Progressive diamond import system - processing (100 diamonds/session) - Rate-limited API integration - Real-time availability checking **Scalability:** - Supports 1000+ concurrent users - 10,000+ API calls per hour capacity - Background job processing - Automated maintenance tasks ---
**Author:** ![jefftj86](https://yyz2.discourse-cdn.com/flex010/user_avatar/replit.discourse.group/jefftj86/32/1189_2.png) [@jefftj86](https://replit.discourse.group/u/jefftj86)\ **Post date:** [September 20, 2025, 10:04pm UTC](https://replit.discourse.group/t/this-is-the-best-way-to-resolve-agent-3-issues/7081/10 "2025-09-20T22:04:16Z")
![Screenshot 2025-09-20 at 3.01.16 PM](https://canada1.discourse-cdn.com/flex010/uploads/replit/original/2X/a/aeb0d36cb3bb5f957ee870fea90b363b52810ce9.jpeg) so like it won’t do anything if I don’t enable high power mode, i’m using the high level for the autonomy but i did not enable high power mode again, i can’t justify this cost ---
**Author:** ![realfunnyeric](https://yyz2.discourse-cdn.com/flex010/user_avatar/replit.discourse.group/realfunnyeric/32/2150_2.png) [@realfunnyeric](https://replit.discourse.group/u/realfunnyeric)\ **Post date:** [September 20, 2025, 10:57pm UTC](https://replit.discourse.group/t/this-is-the-best-way-to-resolve-agent-3-issues/7081/11 "2025-09-20T22:57:52Z")
It just hangs? ---
**Author:** ![Marshal\_Thompson](https://yyz2.discourse-cdn.com/flex010/user_avatar/replit.discourse.group/marshal_thompson/32/1612_2.png) [@Marshal\_Thompson](https://replit.discourse.group/u/Marshal_Thompson)\ **Post date:** [September 20, 2025, 10:59pm UTC](https://replit.discourse.group/t/this-is-the-best-way-to-resolve-agent-3-issues/7081/12 "2025-09-20T22:59:08Z")
Have you tried the desktop app? Wonder if there is any difference for you using that vs the browser. ---
**Author:** ![jefftj86](https://yyz2.discourse-cdn.com/flex010/user_avatar/replit.discourse.group/jefftj86/32/1189_2.png) [@jefftj86](https://replit.discourse.group/u/jefftj86)\ **Post date:** [September 20, 2025, 11:10pm UTC](https://replit.discourse.group/t/this-is-the-best-way-to-resolve-agent-3-issues/7081/13 "2025-09-20T23:10:57Z")
I’m getting very inconsistent results, i set it on medium like suggested, it will do a few responses, try to work then just hangs, since I can’t see under the hood I don’t know what its doing. I have a theory, it could be wrong, but it seems to be usage baesd - i think that my app is so large that it takes up a long of memory context so when i max out resources for my set allocation inside of the agent VM or however they distribute resources among core subscribers, it hangs. I had some success around midnight to 2am when i’m assuming usage is lower. I will keep experimenting and report back ![Screenshot 2025-09-20 at 4.08.29 PM](https://canada1.discourse-cdn.com/flex010/uploads/replit/original/2X/6/60771fbaff9a3c41e8c2910ec78142c5cc07dd10.jpeg) ---
**Author:** ![jefftj86](https://yyz2.discourse-cdn.com/flex010/user_avatar/replit.discourse.group/jefftj86/32/1189_2.png) [@jefftj86](https://replit.discourse.group/u/jefftj86)\ **Post date:** [September 20, 2025, 11:22pm UTC](https://replit.discourse.group/t/this-is-the-best-way-to-resolve-agent-3-issues/7081/14 "2025-09-20T23:22:10Z")
I finally got some movement. I selected medium as level, then enabled app testing and it seemed to start working. Not sure if this fixed it or maybe they just pushed an update and it started performing now. Hm. ![Screenshot 2025-09-20 at 4.21.42 PM](https://canada1.discourse-cdn.com/flex010/uploads/replit/original/2X/0/01a221ee013099de83d279e375cb595c8127711b.jpeg) ---
**Author:** ![jefftj86](https://yyz2.discourse-cdn.com/flex010/user_avatar/replit.discourse.group/jefftj86/32/1189_2.png) [@jefftj86](https://replit.discourse.group/u/jefftj86)\ **Post date:** [September 20, 2025, 11:28pm UTC](https://replit.discourse.group/t/this-is-the-best-way-to-resolve-agent-3-issues/7081/15 "2025-09-20T23:28:36Z")
well thats some progress. ![Screenshot 2025-09-20 at 4.28.09 PM](https://canada1.discourse-cdn.com/flex010/uploads/replit/original/2X/c/cf993e2b5e4393c404e647c8e305e47e9de5b90c.jpeg) ---
**Author:** ![bctgolf](https://avatars.discourse-cdn.com/v4/letter/b/4491bb/32.png) [@bctgolf](https://replit.discourse.group/u/bctgolf)\ **Post date:** [September 22, 2025, 9:07pm UTC](https://replit.discourse.group/t/this-is-the-best-way-to-resolve-agent-3-issues/7081/16 "2025-09-22T21:07:14Z")
Have you lost the ability to attach a file to your conversation with the agent? When I click the paper clip, the pop-up menu actually goes down now behind the bottom bar of the app and you can’t click anything. I’m assuming this has to do some rollout that you guys were talking about but I thought I’ve been using agent three for some time before this issue popped up ---
**Author:** ![daniel1389](https://avatars.discourse-cdn.com/v4/letter/d/8491ac/32.png) [@daniel1389](https://replit.discourse.group/u/daniel1389)\ **Post date:** [September 22, 2025, 10:50pm UTC](https://replit.discourse.group/t/this-is-the-best-way-to-resolve-agent-3-issues/7081/17 "2025-09-22T22:50:50Z")
> [@jefftj86](#): > > Hypler That is one huge app to leave at the mercy of some schizo third party to rip up. I hope you have plenty of git branches! ---
**Author:** ![jefftj86](https://yyz2.discourse-cdn.com/flex010/user_avatar/replit.discourse.group/jefftj86/32/1189_2.png) [@jefftj86](https://replit.discourse.group/u/jefftj86)\ **Post date:** [September 22, 2025, 11:18pm UTC](https://replit.discourse.group/t/this-is-the-best-way-to-resolve-agent-3-issues/7081/18 "2025-09-22T23:18:54Z")
I can still attach files, this could be a browser issue on your end, try switching browsers. On my end I had some luck today on getting some of hte prompts to start doing something but it definitley stops working after a few minutes, it just hangs again, this is in High - full scope mode. ---
**Author:** ![TheCodingLord](https://yyz2.discourse-cdn.com/flex010/user_avatar/replit.discourse.group/thecodinglord/32/1977_2.png) [@TheCodingLord](https://replit.discourse.group/u/TheCodingLord)\ **Post date:** [October 25, 2025, 10:58pm UTC](https://replit.discourse.group/t/this-is-the-best-way-to-resolve-agent-3-issues/7081/19 "2025-10-25T22:58:52Z")
can we connect , my products are also gemstones if u wanna collab ? its like one of my platform business but my category is too broad ---
**Author:** ![jefftj86](https://yyz2.discourse-cdn.com/flex010/user_avatar/replit.discourse.group/jefftj86/32/1189_2.png) [@jefftj86](https://replit.discourse.group/u/jefftj86)\ **Post date:** [October 26, 2025, 1:49am UTC](https://replit.discourse.group/t/this-is-the-best-way-to-resolve-agent-3-issues/7081/20 "2025-10-26T01:49:07Z")
[Shoot me a linked in connect](https://www.linkedin.com/in/jeffreytjonesjr?utm_source=share&utm_campaign=share_via&utm_content=profile&utm_medium=ios_app)