To build an optimally functional recursive self-learning agentic development system, we must first classify and understand the very knowledge we are working with. This three-axis design captures what the knowledge is, its truth state, and its temporal progression:
- Ontological
- Epistemic
- Lifecycle (Temporal)
How do you classify knowledge and what do you think is missing?
Additional timestamps, tags, labels, links, and annotations transform solitary ideas into a traversible web of actionable information. Temporal relevance enables decay functions to model relevance when weighting information for retrieval.
Soon to come: the Idea Realization System
Well played @ClaudeDevs on auto bug reports.
AskUserQuestions preview dialog did not show on mobile. I raged about it and insisted Claude not use that feature while I'm on mobile.
Came back to terminal and a dialog captured the bug asking me to send details to Anthropic.
Only the bug details and environment (not full transcript). This feature, I'm okay with. Now let's see how long for it to be fixed.
Should've snapped a screenshot before the dialog disappeared.
The system I'm building is exponentially growing in size and complexity as I begin to utilize the system to deliver itself - the purpose of the system being to enable such exponential growth and parallel development capacity.
Inevitable that a system designed for recursive improvement would eventually outgrow its creator and so, in coping with the increasing volume of information, I decided to digress and build another tangential system for monitoring, tracking, and managing the system (complete with dashboards and visual representations, also recursive in that it will be monitoring, tracking, and supporting management of itself under my supervision).
Plus interval-scheduled refactoring for clarity and maintainability + completing boundary analysis to parse out the multiple subsystems that will eventually manifest into their own independent structures. Extrapolating and extracting reusable components to create modular, configurable schemas that still function together but can be separately installed into other systems to enhance them....
Continuing to track - my idea realization engine just logged 500 ideas today.. still finalizing the knowledge tagging and classification system to partition actionability of different types of ideas. Still not building a particular thing (though several are in progress, parked, pending this current implementation) but building the thing that builds the things.
Also have my agentic scouts surveying existing research and modern tools and public repositories to cross check against my own imagined design and to integrate potential constructs others have come up with.