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Golang, backend architecture, distributed systems, and engineering leadership insights

All Posts AI API Architecture Backend Best Practices Buffalo Canada Career Advice Career Development Career Progression Claude Cloud Infrastructure Code Review Community Concurrency Cursor Delivery Metrics Desktop DevOps Developer Productivity Engineering Culture Engineering Growth Engineering Leadership Engineering Levels Engineering Management File Manager GitHub Go Golang Hexagonal Architecture Interviews Job Search Junior Developer Kubernetes MCP Microservices Model Context Protocol Multi-tenant Networking Open Source OpenClaw OpenTelemetry Performance Platform Engineering Portfolio PostgreSQL REST API Resume Roadmap Scheduler Security Senior Engineer Software Engineering Staff Engineer Staff Meetings System Design Team Culture Technical Debt TimescaleDB Tutorial Wails Web Development pREST pgvector
2026-07-27 • 8 min read

pREST v2.4.0: pgvector Search, OpenTelemetry, and Six More SQL Injection Fixes

pREST v2.4.0 adds pgvector nearest-neighbor search and distance filtering, opt-in OpenTelemetry tracing/metrics/logs with a local SigNoz stack, and closes six SQL-injection-adjacent security gaps found via advisory review — including a sibling of the v2.3.0 _select fix living in _groupby.

pREST PostgreSQL Security pgvector OpenTelemetry Open Source Go
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2026-07-22 • 7 min read

pREST v2.3.0: Critical SQL Injection Fix and the Adapter Registry

pREST v2.3.0 closes an unauthenticated SQL injection in the _select parameter (CVSS 9.8), migrates JWKS handling to jwx v3, and completes the multi-adapter registry that isolates TimescaleDB features from the base Postgres adapter.

pREST PostgreSQL Security Open Source TimescaleDB Go
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2026-07-18 • 6 min read

pREST v2.2.0: Studio, Database Queries, and TimescaleDB

pREST 2.2.0 ships an embedded Studio UI, database-backed custom queries, and first-class TimescaleDB support—making instant Postgres APIs easier to explore and operate.

pREST PostgreSQL Open Source API
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2026-07-11 • 12 min read

pREST AI Tooling — MCP Adapter, Cursor Plugin, and OpenClaw Skills

pREST AI tooling ships prest-mcp stdio adapter, Cursor plugin rules/skills, and OpenClaw ClawHub skills — read-only PostgreSQL access for agents via the /_mcp endpoint.

Go Open Source PostgreSQL pREST MCP Cursor OpenClaw Model Context Protocol AI
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2026-07-10 • 14 min read

How to Use pREST's MCP Server — Query PostgreSQL from Cursor, Claude, or curl

pREST v2.1.0 MCP server exposes read-only PostgreSQL queries over HTTP — connect from Cursor, Claude Desktop, or curl with permission-aware ACL and no separate MCP process.

Go Open Source PostgreSQL pREST MCP Tutorial Cursor Claude Model Context Protocol REST API
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2026-07-09 • 10 min read

pREST v2.0.0 and v2.1.0 — PostgreSQL REST API with Multi-Database and MCP

pREST v2 is a Go PostgreSQL REST API with multi-database registry in v2.0.0 GA and a read-only MCP server in v2.1.0 — permission-aware Postgres queries for agents and API clients.

Go Open Source PostgreSQL pREST MCP REST API Multi-tenant Model Context Protocol
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