Launching a collaboration app soon. Had a UX designer on it earlier this year. Had a small grant from SingularityNET last year. Had AI-agentic-coding-copilot-hell this year. But we're getting somewhere.... A vision that's simmered for 5 years. A solution to a challenge I

The field of AI cognition is in toddler phase. Here is teenager phase: arxiv.org/abs/2510.27688

Collaboration. We suck at it.

I just realized how bad Claude's Haiku 4.5 model is at conceptual thought. It works at the level of perception. As such, it needs to be rigidly guided. It will hallucinate. It can not retain abstract guidelines. It forgets constantly. It must be hand-held all the way to the

I was naive about agentic coding. I began 'vibe coding' 4 months ago and thought I'd publish an app within weeks.

From vibe coder to context engineer in 4 months. I should write a book.

They say agentic coding depends on context management... Yes but context management depends on rules, hooks, commands, sub-agents, MCP's, and atomic specs

My follow count has fluctuated above the 2000 mark and back down so many times I got 'black-listing' paranoid. Then I realized my consistency and topic variety is all over the place. Only took me 20 years to figure out what I 'mostly' want to talk about in public.

Learn to collaborate with agents and humans. Follow me.

I used to be a Product Marketing Manager — now I'm just a vibe-coding semi-technical context engineer. Can't wait to combine my old love of 'message to market match' with my new love of spawning agents

Product Management along with 'Startup' needs to meet the opportunity of the day head on. No more 'MVP' basics that used to take 6 months. Those apps can be done in 6 weeks... or 6 hours with pre-existing multi-tenant app foundations. Think bigger. But approach it atomically.

Did Anthropic just solve the deep dark dilemma of context flooding due to MCP tools? anthropic.com/engineering/co… maybe...

I have sworn with frustration at AI (Claude Code agents) more than I have sworn at anyone ever in my entire life.

Just noticed Claude gave us extra credits to use with Claude Web: claude.ai/code Deets: support.claude.com/en/articles/12…

Whoever makes an app with 'vibe coding' knows how tough it really is (despite what they say on YouTub) and very well deserves the title of Tech Founder. Far more challenging than raising $10M to hire a dev team!

Tech Founders win only through sheer grit (eating glass) plus buckets of optimistic naivety until something actually works...

Claude Web... pretty good once you realize it doesn't work on Safari. Thanks for the credits Anthropic it helps make up for the bug disaster caused by Haiku.

Eventful day with AI coding. Anthropic disabled my account. Having granted me $1000 API credits as a gift for being on the $200 Max plan... Just 3 days later (after heavily abusing the credits about 50%)... I got zero warning until a toast message said 'your organization has

AI coding = Death by a thousand paper cuts. Spaghetti junction of bugs. 3 steps forward 2 steps back. Invigorating, promising, inspiring.