queryable
Beyond Market Intelligence keeps queryable in one place: 3 stories so far. The section currently leads with “From reactive fixes to self-healing data: inside Netflix's observability knowledge graph”, “Unlock Your Codebase: Explore AI-Powered Knowledge Graphs for Seamless Development”, and “From npm's creators, a secure drop-in replacement that transforms how you manage dependencies.”. Netflix processes 38 million events per second, and its engineers were tired of playing catch-up. Multi-file reasoning has long been the silent killer of AI coding workflows. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every queryable story on Beyond Market Intelligence, newest first.
From reactive fixes to self-healing data: inside Netflix's observability knowledge graph
Netflix processes 38 million events per second, and its engineers were tired of playing catch-up. Prasanna Vijayanathan and Renzo Sanchez-Silva share how the company replaced reactive monitoring with an AI-driven operational ontology, using Claude and graph databases to unify MELT telemetry into queryable knowledge. The result is automated triaging, root-cause analysis, and systems that heal themselves. It is a practical, human-centered shift toward data that works for you.
Unlock Your Codebase: Explore AI-Powered Knowledge Graphs for Seamless Development
Multi-file reasoning has long been the silent killer of AI coding workflows. Graphify, launched in April 2026, tackles this head-on by turning codebases and unstructured data into queryable knowledge graphs. The recent parser upgrades and cross-file resolution improvements show real momentum, though community feedback rightly notes that daily integration still needs polish. We see promising architecture here, and we are watching closely. For more on how AI tools are reshaping developer expectations, check out our piece on navigating AI/ML job requirements.
From npm's creators, a secure drop-in replacement that transforms how you manage dependencies.
The original npm team has shipped vlt 1.0, a drop-in replacement that doesn't just swap in quietly. It brings phased installs to stop automatic script execution, a queryable dependency graph with over 60 selectors, and hosted registries that block malicious packages. That's a direct answer to the kind of supply-chain risk we've seen escalate elsewhere. For developers feeling the weight of complex tooling, this is a practical step toward a safer, more transparent workflow. It's worth exploring.