Building a Context Graph: 6 Months of Learnings Toward Self-Improving Software
whoiskatrin · x · 2026-10-06
Polylane founder Boris Tane shares 6 months of learnings on turning an app into a "context graph" — the prerequisite, he argues, for self-improving software. Every resource (compute, repos, observability vendors) becomes a node, relationships become edges, kept in sync across providers; surrounding data in vector DBs and KV stores distinguishes an agent that can traverse a graph from one that truly understands the app. The post details ingestion, syncing, and cross-cloud linking, enabling detection, investigation, and autofix agent workflows.
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