Share graph · provenance running forward
Sam Kowalczyk
Research engineer · SDLC · lab
What they dropped, which clusters it landed in, what got elected, and which experiments and findings descended from it. Everyone’s is visible to everyone, symmetrically. Show outcomes, not counts — no totals, no rankings, no rollups.
Dropped
signals with this person attached
Landed in
distinct clusters
Elected
of those, now fields
Descended
experiments and published items
Drops
What descended
Agentic delivery works when the spec is the artifact; do not start with the code
Measure ROI from telemetry and cycle time, not surveys
Give citizen developers a paved road and a retention policy, not a review board
Is the vendor's 'agentic' claim real?
The direction of agentic development
Table stakes, not moats: what a right to play costs in 2026
Agentic QA on a regression-heavy codebase
Spec-first agentic delivery on a live internal repo
Nightingale measurement run: coding-assistant ROI
Shared-context AI surface for a delivery pod
Follow this person’s finds
Following someone whose drops are consistently good is the internal version of the external voice watchlist, and often a better source than any detector.