Less hype. More operating reality.
AI is going to change businesses, teams and jobs faster than most people are ready for. This is my public notebook for making sense of it, building through it, and turning noise into useful systems.
Diary
Short notes, fresh observations and things I have noticed this week.
Go to Diary → Ideas / frameworks / signalInsights
Longer thinking, operator lessons, news interpretation and practical takes.
Go to Insights → Builds / experiments / workstreamsProjects
The bigger things being built in public, plus the journals attached to them.
Go to Projects → GitHub / tooling / what changedRepoWatch
Regular notes on GitHub changes, releases and repo signals that look commercially or operationally relevant.
Go to RepoWatch → Briefings / watchable versionsVideos
Short explainers, demos and spoken versions of the argument.
Go to Videos →AI does not make agencies faster. It makes hourly billing dishonest.
AI compresses agency work, but the bigger shift is pricing. If the hour is no longer the unit of value, billing by the hour tells clients the wrong story.
Your AI marketing stack has a hidden invoice you have not seen yet
The flat-subscription AI era made marketing teams lazy about token economics. Agentic workflows turn that into a real operating risk.
Prompting is giving way to agent management
For the last two years, most AI advice has been obsessed with prompts.
Fast notes from the messy middle of AI adoption.
View all Diary posts →ARD is the boring agent standard that matters
Google, Microsoft, GitHub, Nvidia, Salesforce and others are backing Agentic Resource Discovery. It is plumbing, but plumbing is what turns agents from demos into working systems.
Perplexity Brain is memory for the work, not the user
Perplexity's Brain feature points at the next useful layer in agents: remembering what happened during the work, then using that memory to reduce repeated effort.
Adobe just put a price on AI visibility
Adobe Brand Visibility is not another SEO dashboard. It is a signal that being cited by ChatGPT, Copilot, Perplexity and Google AI Mode is becoming a measurable marketing surface.
Relevant GitHub changes worth paying attention to.
View all RepoWatch posts →AutoGPT platform beta v0.6.64 adds webhook triggers
New release brings webhook support and lifecycle management for copilot presets in the AutoGPT platform.
Llama.cpp b9693 Release
New release tag for llama.cpp including SYCL OP support updates.
Llama.cpp b9672 Release
llama.cpp b9672 drops with UI SSE fixes; Ollama v0.30.9 follows immediately with the update.
Real workstreams, experiments and project journals.
View all Projects →Agents Trading Lab
A research journal on using agents to observe markets, reason about setups and test bounded trading workflows.
Research journal only. No financial advice. No live trading claims unless explicitly documented.
Web-based Ads Tool
A web-based tool for planning, generating, testing and learning from ad campaigns without turning the process into generic ad slop.
Cleo
A creative technology group helping brands move from rented attention to owned engagement.
Foundry
The implementation vehicle for Jason's AI, marketing and operating-system work.
Zenko
A protocol for purposeful engagement where attention becomes action, action creates value, and value funds real-world good.
Map the AI disruption inside your business before you buy another tool.
For serious owners, founders, marketers and operators: Foundry turns the diary’s public thinking into private diagnosis, implementation plans and working systems.