Token Compression and the Index Protocol
Compress the corpus; query the index first
Compress the corpus; query the index first
Tier by flows unblocked, not ticket age
Three layers before you celebrate velocity
Organize around journeys, not repos
Measure re-emergence, not close rate
Query the graph before you grep
Gate smuggling primitives in CI, not in preview
Greenlight before agents implement
Static, linkable files beat unread TSV piles
Rank by contexts blocked, not row count
Route review by risk when codegen outruns reading
Humans keep intent; agents execute within bounds
Field Notes
Methodology as repo, not a slide deck
Field Notes
Pretty dashboards are not evidence
Field Notes
Two VPs, one CSV, zero shared definition of May
Field Notes
Bad numbers erode trust faster than no numbers
Field Notes
Reproducible pipelines beat live API roulette
Field Notes
The second team is the product threshold
Field Notes
Depth matched to risk, not maximalism
Field Notes
63 workflows so UAT doesn't eat you
Field Notes
Chains beat endpoints
Field Notes
Probe with a script before you productize
Field Notes
Sample payloads beat architecture slides
Field Notes
Version the path before you fund the seams