What do you need to ship?

Use Pinecone MCP Server to connect engineering agents with pinecone documentation, index management, upserts and vector queries. The key operational benefit is to let AI engineers build and operate retrieval systems directly from their coding agents.

Databricks SQL MCP Server is a first-party MCP surface for aI-generated SQL against Unity Catalog tables with read/write governed by Databricks permissions. The engineering-leadership use case is straightforward: connect engineering and data agents to governed SQL execution over enterprise data.

Qdrant MCP Server gives approved AI clients access to qdrant vector-memory workflows for storing and retrieving semantically relevant context. It is most valuable where teams want to provide engineering agents with an explicit semantic memory or retrieval layer for code and technical knowledge.

For teams using Databricks, Databricks Genie One MCP Server exposes natural-language access to Genie One over enterprise data with grounded answers and source links to MCP-capable engineering tools. In an engineering organization, this can give engineering leadership conversational access to trusted operational and business data models.

Deliver a prioritized set of small production-ready changes that have accumulated behind a constrained delivery team.

Remove a defined cluster of high-cost technical debt tied to reliability, speed, maintainability, or developer friction.

Stabilize a failing, broken, or abandoned application, restore reliable operation, and create a prioritized path forward.

Investigate and resolve a bounded batch of reproducible production defects with testing and release support.

Forward Deployed Engineer · Global

Senior Product Manager · South Africa

Senior Backend Engineer (Python) · Nigeria

Senior Solutions Architect · Pretoria

Enformion (formerly Endato) data APIs in one listing: Person Search, Email ID, Business Search and Address Autocomplete, built on billions of U.S. records. Identity verification, lead enrichment, business vetting and address capture through one vendor integration.

Managed Redis-compatible in-memory caching with single-node, master-standby, and cluster deployments.

Enterprise distributed relational database from Huawei with high availability and strong consistency at scale.

Multi-model NoSQL database service compatible with Redis, MongoDB, Cassandra, and InfluxDB APIs.