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Framework for AI Self-Improvement via Flaw Injection

Framework for AI Self-Improvement via Flaw Injection

by Scott Howard Swain | Mar 28, 2026 | AGI, AI, All Articles, ASI, Coding Assistants, LLM, Machine Learning | 0 comments

Recursive Self-Improvement Challenges An exploration between a human an two AIs to explore ways to recursively improve AI-related systems. The conversation begins with Scotter querying his KiloClaw [2026-03-28 17:27] Scotter: Thought experiment: Recursive...
Use AI or Lose

Use AI or Lose

by Scott Howard Swain | Mar 26, 2026 | AI, All Articles, Coding Assistants, LLM, Machine Learning | 0 comments

Right now, on 2026-03-26, using my AgentAutoFlow + Kilo Code + VS Code setup. Let’s compare two scenarios; Human + AI working together vs Human coding an issue alone. I’ll choose a relatively small issue (something to fix or add to a project) because (a)...
Scott’s free customizable agentic AI coding team

Scott’s free customizable agentic AI coding team

by Scott Howard Swain | Feb 15, 2026 | AI, All Articles, Coding Assistants, LLM, Machine Learning | 0 comments

Want a free customizable AI coding team? Use it to create new apps or make changes/additions to existing ones. This set of instructions enhances and extends the modes/agents that come with many coding agent/assistants (or make your own). The instructions are tailored...
From “Veteran Coder” to “Viber” to “Imagineer”

From “Veteran Coder” to “Viber” to “Imagineer”

by Scott Howard Swain | Jan 13, 2026 | AI, All Articles, Coding Assistants, LLM, Machine Learning | 0 comments

Phase 1: Kid Coder Early teens: Geekin on 8-bit computers; Vic 20 and C64, making games. Phase 2: Professional Coder 1995-2017: Full-stack freelancing: Mostly web/database SAAS. Phase 3: Machine Learning Pioneer 2018-2021: Codification of cognitive empathy combined...
Will AI Kill the Lawyers?

Will AI Kill the Lawyers?

by Scott Howard Swain | Dec 23, 2025 | AI, All Articles, Coding Assistants, LLM, Machine Learning | 0 comments

A couple quotes that caught my eye today: “We are dangerously confusing computational speed with legal reasoning. While AI can be extraordinarily useful, it cannot replace the reasoning of educated, experienced lawyers. The fact is that AI only simulates...
Teams abandoning AI coding assistance?

Teams abandoning AI coding assistance?

by Scott Howard Swain | Dec 13, 2025 | AI, All Articles, Coding Assistants, LLM, Machine Learning | 0 comments

“An interesting trend I’m seeing is that some of the most elite teams are abandoning AI coding altogether.” I hear this is happening in some companies and figure it is because:(a) They either started too soon (before LLMs were smart enough;(b) They...
Looking at using a coding assistant?

Looking at using a coding assistant?

by Scott Howard Swain | Oct 9, 2025 | AI, All Articles, Coding Assistants, LLM, Machine Learning | 0 comments

Yay there are many to choose from! If you work in VS Code, the one that stands out for me is Roo Code. Some things I love about it: (1) Free – you just plug the API keys in for whatever models you wan to use. The only limits come from the models through API. (2)...

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