AI Memory Needs Boundaries, Not More Tools
Useful AI memory is not an assistant that remembers everything. It is a controlled context system that knows what it may read,…
Stop Asking AI to Agree With You
AI advice becomes risky when it sounds confident but cannot show its evidence. The fix is not asking a smarter model the…
Mobile Merges Bleed Context Without a Handoff
A mobile merge fails when the phone becomes the approval layer but the context stays on the laptop. Cursor’s iOS app shows…
Inside Every Good Prompt Is a Job Brief Someone Wrote
Prompt engineering fails when teams treat a phrase as the skill. The repeatable skill is writing a job brief for the model:…
Your AI Sounds Like Everyone’s Because It’s Guessing Your Business
Your AI sounds generic when the model has to guess your business from one rushed prompt. The fix is not more adjectives,…
GEO Is a Data-Quality Audit Wearing a Marketing Budget
GEO is not a new channel to game. It is the old data-quality problem with a brighter light on it: if your…
Stop Assigning AI the Judgment Calls It Can’t Make
Most teams do not have an AI problem; they have an assignment problem.They ask a large language model for strategy, facts, legal…
Most RAG Projects Are Evidence Nobody Fixed the Workflow
Most RAG projects are not AI maturity; they are expensive evidence that nobody fixed the workflow.Teams hear retrieval-augmented generation, then jump to…
Judge the Agent on Your Evaluation, Not Its Demo
An AI agent is not ready for work because it produced a good demo. It is ready only when the evaluation process…
NEWSLETTER
Sharper signal. Smarter decisions.
Join our newsletter for our best thinking on AI and systems, delivered straight to your inbox - no noise.
No spam. Unsubscribe anytime.