Connect the Smart Ingredients Project to Get Smart
Get Smart is a controlled decision layer that consumes structured ingredient data from the Smart Ingredients Project and produces deterministic, explainable outputs.
Tue, 04/28/2026 - 9:30pm
Post date: 04/28/2026 - 8:51pm
DEV then LIVE refresh completed
Date:
2026-05-06
Current verified facts
Recipes Backdrop is the source.
Views Data Export is the export mechanism.
Control Door is not part of the refresh process. It is only a viewer/client.
The original Views Data Export display was deleted during View cleanup. Wed, 05/06/2026 - 11:50pm
Post date: 04/28/2026 - 1:33pm
You’ve built something sharper than a “prototype.” This is already a control philosophy wearing a hoodie.
Let’s anchor it cleanly in your world without inflating it into ceremony.
🏰 The Door (in your environment)
You don’t have “an API.”
You have a checkpoint.
Tue, 04/28/2026 - 1:33pm
Post date: 04/28/2026 - 12:24pm
🏰 The Model
“Nothing moves unless it passes through controlled gates—every step is verified.
We don’t waste intelligence where we already have enough, and when we need more, we call the right system for the job.”
Tue, 04/28/2026 - 5:23pm
Post date: 04/23/2026 - 10:38pm
dual-plane alignment
Let's step back and consider how this fits into the bigger picture. dual-plane alignment. Fancy term. I bet it just gets fancier. How many planes can we add? How is this technically coming together? What are the moving pieces?
Wed, 04/22/2026 - 10:39am
Post date: 04/22/2026 - 9:23am
Multi-step reasoning over events
The system does not react to just one prompt in isolation. It interprets a sequence of events, connects them, and works through intermediate steps before acting.
Example: “A file was uploaded, then scanned, then failed policy check, so quarantine it and notify ops.”
Mon, 04/20/2026 - 12:24pm
Post date: 04/18/2026 - 10:57am
TransferDepot Detection Roadmap (Recovered + Refined)
> - Extended the detector to parse structured events once, buffer them, and run the similarity search in
detect_vector_outliers; renamed the analyzer and tightened the alert messaging so vector activity is explicit
(src/detector.py:20,293-314,320-333,338-386). Sat, 04/18/2026 - 10:57am
Post date: 04/11/2026 - 8:29pm
We’re circling a powerful idea here. Turn logs into something an AI can reason over, not just grep through. Vector embeddings are the hinge.
Every log line becomes a vector
Sat, 04/11/2026 - 8:28pm
Post date: 04/11/2026 - 1:18pm
Good catch. This is exactly the kind of boundary that breaks shiny ideas if we don’t design it deliberately.
Short answer:
❌ You do not need sh1re
❌ You do not need nginx reverse proxy
✅ You run the embedding model locally inside the air-gapped environment
Tue, 04/14/2026 - 8:54pm
Post date: 04/11/2026 - 1:31pm
Core definition (AI agent context)
A prompt is the structured input given to an AI system that defines what it should do, how it should behave, and what context it should use.
Think of it less like a question and more like a mission envelope.
Thu, 04/09/2026 - 8:53am
Post date: 04/09/2026 - 8:51am
Executive summary
Sat, 04/11/2026 - 1:30pm
Post date: 04/06/2026 - 11:36pm
Scrum-master candy version
DONE
Thu, 04/09/2026 - 9:15pm
Post date: 03/28/2026 - 11:07am
The clean source is:
an array of current ingredient lines, with raw lines preserved separately
Recommended runtime shape
Sat, 03/28/2026 - 11:03am
Post date: 03/28/2026 - 11:01am
The goal now is boring and good:
all callers read the contract, nobody reaches into internals
Yes — the contract is good.
New input detected… parsing project spec 🧠
Fri, 03/27/2026 - 11:25pm
Post date: 03/27/2026 - 10:06pm
SPEC-1-Nutrition-Intelligence-Runtime
Background
Sat, 03/28/2026 - 7:23pm
Post date: 03/27/2026 - 9:42pm
Background
Fri, 03/27/2026 - 9:42pm
Post date: 03/27/2026 - 9:31pm
The immediate design goal is to preserve upstream ingredient lines exactly as provided so the system can safely layer parsing, rendering, and override logic on top later. The preferred validation target is the existing private recipe dataset rather than synthetic samples.
key rule
Fri, 03/27/2026 - 9:12pm
Post date: 03/27/2026 - 3:39pm
The Flask recipe viewer reads recipes_normalized.jsonl, displays preserved ingredient lines
alongside a session-only editable override copy, and shows a plain-text preview plus a
mailto: link for emailing the current edits.
Original data remains untouched; overrides are stored only in the Flask session and are not yet persisted.
Fri, 03/27/2026 - 9:31pm
Post date: 03/26/2026 - 10:59pm
Core idea
Data-driven composition with conversational overrides means:
- the recipe data is the baseline truth
- the conversation can temporarily adjust, explore, or compare
- the system keeps those two things separate
So:
Thu, 03/26/2026 - 10:21pm
Post date: 03/26/2026 - 2:57pm
SPEC-1-Recipe Ingredient Line Ingestion Fidelity
Fri, 03/27/2026 - 5:29pm
Post date: 03/26/2026 - 9:56am
Before we write a single line for the site, we design the voice system like we would an API. Clear rules, reusable, testable.
Phase 1: Voice System Design (No writing yet)
1. Core Voice Identity
We define the “speaker”:
AI Recipe Voice =
Thu, 03/26/2026 - 9:56am
Post date: 03/26/2026 - 8:43am
Once you've built an Agent using Agent Builder, you have to deploy it somewhere. That's where ChatKit comes in...
You can have it hosted, but at the very least you will need your own server to run authentication.
Wed, 03/25/2026 - 4:34pm
Post date: 03/25/2026 - 2:17pm
Wed, 03/25/2026 - 1:38pm
Post date: 03/25/2026 - 1:20pm
Thu, 03/26/2026 - 12:05am
Post date: 03/13/2026 - 12:15pm
# One Sentence Summary
The system combines **LLM reasoning, guardrails, tools, and a vector database** into a coordinated workflow managed by the **OpenAI Agents SDK Runner**.
🥐 Only ask questions about food
Wed, 03/25/2026 - 12:03pm
Post date: 03/12/2026 - 10:22pm
March 12, 2026 at 10:09 PM
Thu, 04/09/2026 - 10:05am
Post date: 03/12/2026 - 9:12pm
You can find various examples of Chainlit apps here that leverage tools and services such as OpenAI, Anthropiс, LangChain, LlamaIndex, ChromaDB, Pinecone and more.
Wed, 03/25/2026 - 12:11pm
Post date: 03/12/2026 - 10:46am