The loop runs through the
graph, not beside it
GraQle: the graph is the constant, the harness
the interface, the model a swappable input
HARNESS
what the model sits in
interface, not governance
tools it can call
files it can read
credentials it holds
channels it talks through
model · a swappable input
model swapped · graph unchanged
model A
model B
IDE or agent harness
LOOP
plan · act · observe · retry
in GraQle: five named phases, run
through the graph
the next loop starts from
what the graph now knows
ANCHOR
start from what the
organisation already knows
ACTIVATE
pre-reasoning selects the
relevant subgraph, not the
whole repository
GENERATE
the model runs, as a
swappable input
VALIDATE
below the confidence floor:
refused, not guessed
COMMIT
lessons that survive return to
the graph
ACTIVATE: the relevant subgraph,
selected before the model runs
candidate
refused
below the confidence floor
new lesson · validated
new lesson · validated
GRAPH
what the organisation remembers
durable, typed state:
policy · 22
code · 74
decision · 14
lesson · 15
document · 21
validated lesson
146 nodes · 162 edges
a real GraQle project graph, labels withheld
Quantamix Solutions · quantamixsolutions.com
source: github.com/quantamixsol/graqle
(README; docs/dag/defensive-publication.md)