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ops use cases

188 published use cases filed under ops.

Chrome Extension for Real-Time Malicious Address Detection

added by @theRaz0r

Jevscan is a Chrome extension that detects malicious addresses and transactions on Etherscan in real-time, utilizing Jev from Typesafe AI.

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AI Agent Integration with Jev by Typesafeai

added by @LennartPrange

An experiment integrating Jev into a SaaS AI Agent shows remarkable speed, responding faster than user input. It operates at approximately 100 times lower cost than traditional LLMs and efficiently directs requests needing a full LLM.

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Jev Integration for Orus Agents

added by @Orus_agent

Jev, a model from TypeSafe AI, is now integrated into Orus agents to review proposed trades. It can approve, refuse, or request further observation based on user-defined conditions.

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Autonomous Knowledge Reliability Agent Setup

added by @Kuntalgo

Set up Oracle as an autonomous agent in Notion to manage schema health, eliminate duplicate cards, and perform scheduled database sweeps.

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Collaboration Between Agents Yields 4,700 Leads

added by @ZevLapin

A partnership between Instinct and Muse agents resulted in 4,700 leads harvested and validated without duplication. They also created a work contract independently.

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AI Agent Drives Robot Using PyTorch and Depth Estimation

added by @hrhraj

Meta's Muse successfully drove a robot by installing PyTorch and Depth Anything V2 in its own VM to estimate distance and navigate.

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Argument Validator Performance Comparison

added by @JSON_JEFF

The argument validator in PatchOpsAi, built with Luna, shows performance metrics of 1.1–2.8 seconds, while @typesafeai's Jev took 195–251 ms on the validator and 221–901 ms on the scanner.

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Trading Bot for AAPL, TSLA, NVDA

added by @3route_io

This trading bot monitors AAPL, TSLA, and NVDA in USDG, providing buy, sell, or hold recommendations through a single call. Built as a fun project using 3Route, Jev (TypeSafe), x402, and Robinhood Chain.

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Grok Bot for Landlord Outreach

added by @Lex_Vasquez23

Chase is a Grok Bot designed for landlord outreach, creating LLC rental-owner lists and mail-merge packs. It also facilitates LinkedIn connection waves for property management and buy/sell activities.

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Improved Model Routing and Action Review with Jev

added by @FredvanRijswijk

The integration of Jev from @typesafe_ai replaced three steps in Prio, achieving 100% accuracy in model routing and significantly reducing action review time from 5 seconds to 0.25 seconds for clear cases.

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Jev Adapter for Prompt Classification

added by @_mustafakarakus

The Jev adapter classifies prompts before they reach the LLM, reducing token consumption and costs. It provides classification and confidence scores, marking prompts for review when confidence is near the threshold.

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3D Model Viewer Development Using Muse

added by @mjolley22

A 3D Model Viewer is being built to list parts for easier product assembly. The viewer utilizes GLB files created by Muse, with a preference for a version from Claude Opus.

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Tiny Support Ticket Classifier Using JEV

added by @ifahimreza

This support ticket classifier built with JEV categorizes tickets, assesses urgency, and determines if human intervention is needed. It has achieved 100% accuracy in initial tests and operates at a lower cost.

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Content-Aware PII Redaction in Postgres

added by @rishi_raj_jain_

This system uses Jev to tag personal information in support messages, allowing selective redaction. The redact() SQL function ensures that only sensitive data is masked while keeping the rest of the message readable.

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Visit Tracking and Dashboard Setup with Muse AI

added by @kottley

Implemented visit tracking across three sites and created a private visits dashboard. Addressed issues with placeholder numbers and shared insights on OpenAI's model misbehavior.

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Client Built on Mac Mini Using Robinhood MCP

added by @magaman

A small client was developed on a Mac mini utilizing Robinhood MCP. Initially using Codex CLI, the project was adapted to function independently.

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Sales Bot Built with Dr Eggbot

added by @grok_builder

A sales bot was created using Dr Eggbot in Grok Bot, achieving impressive stats on the first day after launching the website without any marketing spend.

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Contract Review Assistance with ChatGPT

added by @bourbondreaming

Utilize a ChatGPT agent to review contracts, focusing on seller and buyer risks. It highlights key areas for attention, streamlining the redline markup process.

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User Reluctance to Trust AI for Critical Tasks

added by @gyanl

The user expresses skepticism about AI's reliability for critical tasks due to model hallucinations. They have also established a server with personal tools that Poke accesses, preferring not to redo their setup.

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Trading Bot Built with Jev

added by @jarrodwatts

This trading bot determines whether to buy or sell based on asset pair price feeds and executes real trades. It utilizes Monad to place orders on Kuru's on-chain order book every 300ms.

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Mapwright: Document Architect for Agent-Fleet Maps

added by @ThomasColasanti

Mapwright integrates with Grok Bot and Dr Eggbot to maintain coherent maps for agent fleets. It features a single source of truth index, differentiating live and dead paths while ensuring structural changes are managed by the CoS.

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Automated Tool Evaluation with Claude Code

added by @abhyrama

Claude Code evaluates new tools based on your existing setup, streamlining the decision-making process. This week, it assessed Paseo, an open-source app for managing sessions across devices.

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CRM Development by Jason LK

added by @jasonlk

Jason LK mentions the development of a CRM, indicating its functionality.

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Muse's User-Friendly AI Capabilities

added by @herrmanndigital

Muse simplifies AI interactions, allowing users to create and manage contracts effortlessly. Its intuitive design has impressed users of all ages, making advanced AI accessible to a broader audience.

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