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Operantlabs.com - Observe, Learn & Codify any AI Workload
A drop-in layer between your app and the model APIs that watches traffic, learns the repeated tasks, and codifies the savings — Observe, Learn, Codify.
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OpenSlate - AI-native Classroom
Drop a 640-page PDF, lasso any equation, and get a live 3D visualization, a gradient-descent simulation, adaptive practice questions, and an AI tutor — all in one notebook.
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Veristate - Trust layer for Property
Verify once, transact with trust — business proposal, system design, and interactive UX prototypes for a verified property marketplace for the Australian market.
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The SAP of Agent Harnesses
Enterprise software has run this arc before. Agentic AI is running it again — from bespoke builds to platforms, standards, and packaged industry solutions.
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What is Metabolic Intelligence?
Every AI system you've ever used is dead between your requests. Metabolic intelligence is the thesis that real AI must stay alive — sensing, adapting, and persisting without being prompted.
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Governing the Determinism Spectrum in Legal Practice — A Governed AI Harness for NSW
A lawyer carries the liability for everything the AI produces. Our job is to make deterministic the parts of that work that must never be left to chance.
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From Agents to Harnesses 2 - Domain Specific Harnesses
How domain-specific harnesses transform raw LLM agents into governed, deterministic systems
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From Agents to Harnesses
How five control surfaces — commands, scripts, hooks, gates, and a state machine — pin down every phase boundary an autonomous agent is no longer permitted to cross
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SDLC Skill for Claude
Automate your development (Meeting Transcript -> SDLC Skill -> PRD + HLD + EIS -> Code)
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Building a Universal Assistant to connect with any API
Extending our Universal Assistant to connect to almost any API using OpenAPI specs and MCP
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Creating an embeddable chatbot
Creating and deploying a RAG-based chatbot for Question Answering over website content
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Building our own Universal Assistant with LangGraph and MCP
Combining LangGraph with MCP to build a Universal Assistant that can interface with different services
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Building & Deploying an Agent with LangGraph
Creating and deploying a RAG-based chatbot for Question Answering over website content using LangGraph
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Adding ChatGPT-Like functionality to MacOS Spotlight Search
Adding ChatGPT like search system to the MacOS filesystem with Spotlight, Ollama, and LangChain
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Making a ChatGPT-like UI for your application in 15 minutes
Creating a Generic Chat UI that we can use with ANY LLM solution we create in future
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Build and Deploy GenAI Solutions Locally
Bust the myth that AI is only for tech giants - set up and run sophisticated AI models at home
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Host GPT Locally with Ollama
Hosting LLMs locally with Ollama and adding a UI using Ollama WebUI
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Building a chat system with Flutter and Cloud Firestore
How to build a chat system in flutter under 20 minutes
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Writing a simple Slack bot using Node-RED
Creating a Slack bot using Node-RED, a higher level visual programming tool