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DNA — Pre-seed Pitch
Understand the DNA of your product: one kink in your supply chain will collapse the entire line. Pre-seed deck for Defense Network Assurance, with an interactive dependency-graph prototype.
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Hardware for Extreme Environments — Concept Evaluation
A capability-constrained enumeration of venture concepts for extreme-environment hardware — ten candidates assessed on fit, urgency, feasibility, and defensibility.
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Veristate — The Verified Property Marketplace
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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Governing the Determinism Spectrum in the Collector's Court — A Governed AI Harness for Quasi-Judicial Work in Nagpur
The officer signs the order in their own hand and answers for every line of it. Our job is to make deterministic the parts of that order that must never be left to chance.
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The Foundry Era — Toward an 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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Metabolic Intelligence — Project Continuity
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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Operant AI — The Delegation Layer for Software Delivery
Operant AI builds the delegation layer for software delivery: a verified, accountable pipeline that owns the work from spec to shipped feature.
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From Agents to Harnesses — Domain-Specific Harnessing of the LLM OS
How domain-specific harnesses transform raw LLM agents into governed, deterministic systems
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Governing the Determinism Spectrum in Agent 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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'Spec-first, Agent Implemented' SDLC Skill for Claude
'Spec-first, Agent Implemented' SDLC Skill for Claude
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Kizy AI - An opinionated framework for diffusion based workflows
A rough draft of the initial problem space is here: https://blog.kizy.cloud/hypothesis
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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