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 →The model moat is leaking. Build the operating layer.
Kimi K3 is the first model launch in a while that made me sit up for the right reason.
Don't sell AI outcomes until you know the baseline
Outcome pricing sounds like the honest way to sell AI agents.
The AI browser lost. The work layer won.
The AI browser was supposed to change everything.
Fast notes from the messy middle of AI adoption.
View all Diary posts →Frontier AI is becoming operating infrastructure.
Five signals from this week point in the same direction: access, security, compliance, agency economics and campaign infrastructure are now the real AI story.
Estonia is giving AI agents the missing piece: accountable identity
Estonia says it will move forward with official digital identities for AI agents, so delegated software can act with limited rights and a clear audit trail. This is agent infrastructure with legal consequences.
Accenture Song is pointing AI at the marketing spreadsheet
Ad Age reports that Accenture Song is launching Marketing Investment Navigator, using Amazon Ads data and agentic AI to analyse cross-channel media performance. The useful signal is measurement, not another dashboard.
Relevant GitHub changes worth paying attention to.
View all RepoWatch posts →Unsloth brings AMD GPUs and an MCP control surface into Studio
v0.1.50-beta expands local training and inference to AMD hardware while exposing guarded Studio operations through an opt-in MCP endpoint.
nbdev 3.3.0 makes notebooks less hostile to Git and agents
The release adds structural notebook repair, a Git diff driver and notebook-level directives, backed by new cell-editing utilities in fastcore.
Ollama makes skills a native part of the local agent runtime
Ollama's default branch now discovers SKILL.md packages, exposes them to models on demand, and preserves normal tool approvals.
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.