Blog
Writing on developer relations, AI, data, and the things I build.
DevRel
1 article
AI & Data
4 articles
Debug Smarter: Multimodal Error Analysis for Next.js with Daft.ai
Use Daft.ai to analyze Next.js error logs and screenshots with embeddings, similarity search, and RAG-style queries.
Build Once and Query Anywhere with Airbyte's Data Lake Connector
Build flexible data lakes with Airbyte and Apache Iceberg, including schema evolution, field mappings, and multi-engine querying.
Load Compliant Data with Airbyte Mappings
Hash, encrypt, rename, and filter data as it moves through Airbyte pipelines, with practical configuration examples.
RAG Pipeline Permissions for iPaaS Platforms
Managing authentication, access controls, and permission-aware search in RAG pipelines with embedded iPaaS platforms.
Engineering
6 articles
Self-Hosted vs BYOC
Self-hosted and BYOC both run in the customer’s infrastructure. Here’s how they differ in deployment, updates, debugging, and who carries the operational burden.
Choosing the Right Serverless GPU Platform for Global Scale: What to Know Before You Deploy
A practical guide to evaluating serverless GPU platforms — cold starts, compute variety, multi-region compliance, pricing, and a head-to-head cost comparison for global-scale AI.
In-Memory Vector Magic: Build Faster Chatbots with FAISS
How to build faster, resilient AI chatbots that understand your company's data using FAISS in-memory vector search with AWS data lakes and Airbyte.
Enable Secure AI Agents with Airbyte File Transfers
Build permission-aware AI applications with Google Drive file transfers, ACL syncing, and unstructured document parsing in Airbyte.
Airbyte 1.4.0: Advanced Schema Management and Resource Optimization
Schema refresh controls, internal registry support, and resource optimizations in Airbyte’s first release of 2025.
Annotations in Java Spring
A practical introduction to Spring annotations, from application configuration to repositories, services, and entities.