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We Replaced Recursive CTEs with a C Traversal Framework and Got Up to Γ—21.5 Faster

We Replaced Recursive CTEs with a C Traversal Framework and Got Up to Γ—21.5 Faster

Why PostgreSQL's recursive CTE executor is the wrong tool for graph traversal at scale, and how pg_igraph β€” a C extension with an in-memory adjacency load and adaptive frontier switching β€” gets up to 21.5x faster.

2026-08-2910 min read
PostgreSQL Graph Queries with MATCH: 3 Patterns You'll Actually Use

PostgreSQL Graph Queries with MATCH: 3 Patterns You'll Actually Use

Three MATCH patterns that solve real graph-traversal problems in PostgreSQL without pushing graph logic into your application layer.

2026-08-293 min read
Inside PostgreSQL MATCH Queries: Syntax, Paths, and Parameters with pg_igraph

Inside PostgreSQL MATCH Queries: Syntax, Paths, and Parameters with pg_igraph

How pg_igraph parses MATCH into a real AST, the PATH shorthand for shortest-path lookups, JSON-backed parameters, and the response-shape details to know before shipping graph queries in Postgres.

2026-08-294 min read
How to Build an AI Agent in LedgyX: A Step-by-Step Guide

How to Build an AI Agent in LedgyX: A Step-by-Step Guide

A practical walkthrough of LedgyX's visual agent builder β€” how Trigger, Agent, Skill, and Event nodes fit together, and how to wire up your first automation.

2026-07-164 min read
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