The index vs the encyclopedia: why giving AI everything it might need is the wrong move
A short SR-SI methodology essay on why AI context works better as a maintained index than as a bloated encyclopedia of every possible detail.
A short SR-SI methodology essay on why AI context works better as a maintained index than as a bloated encyclopedia of every possible detail.
A GCC product-systems essay on why alignment decays before headcount loss shows up, and why product context needs to be captured before it leaves with people.
A short consulting piece on removing blame from product diagnosis and redesigning the path of least resistance so better output becomes easier.
A practical framework for estimating re-briefing cycles, decision lag, rework, meeting overhead, and the business case for reducing coordination waste.
A short systems essay on why repeated quality failures usually come from undefined standards, handoffs, and translation gaps rather than individual talent.
A founder build-log essay on setting product kill criteria before attachment, distribution pressure, sunk cost, and portfolio maintenance distort judgment.