Archives

How we resolved a 400 Bad Request error caused by non-standard tool types when proxying Codex requests to Vertex AI through a local LiteLLM proxy, ultimately patching LiteLLM's source code in our virtual environment.

Learn how to export your Google ADK agent execution logs to BigQuery for powerful analytics, debugging, and monitoring workflows.

The definitive guide to building production-grade RAG systems with Google's Vertex AI RAG Engine, covering architecture, data ingestion, embedding models, vector databases, retrieval strategies, and complete working code. As of early 2026.

A guide to switching GitHub identities automatically on macOS using Git and the GitHub CLI.

A friendly walkthrough of Python classes using concrete examples and everyday analogies.

A hands‑on guide to deploying managed open source models on VertexAI using LiteLLM proxy

An analysis of OpenAI's database scaling and the CMU talent pipeline behind it.

A deep dive into Salesforce’s AI‑driven layoffs, the shift from large language models to deterministic automation, and the emerging legal risks of prompt‑based discounts in customer‑service bots.

Explore how Cloudflare’s acquisition of Astro reshapes open‑source governance, deployment, and AI opportunities for the fastest content‑first framework.

The year 2026 is shaping itself as a crucible of change for the technology sector. Three forces are converging: a shift in U.S. immigration policy that raises…

Explore how to slash token usage in Model Context Protocol (MCP) by leveraging on‑demand tool search or programmatic orchestration, with concrete examples from Claude and Cloudflare’s Code Mode.

Explore NVIDIA’s Rubin platform – a six‑chip rack‑scale supercomputer, its 10× lower inference token cost, and the observability tools that make large‑scale AI reliable.

A quick guide to installing and using agent‑browser, a fast Rust‑based headless‑browser CLI that lets AI agents control Chromium from the terminal.

Learn how to create user-scoped artifacts in Google ADK that persist across sessions, enabling better file management and user experience in AI agents.

After building with LangGraph and Google ADK, I prefer ADK’s developer experience—but many core services assume Vertex AI. This WIP starter pack is my attempt to make ADK feel ‘first-class’ on non-GCP infrastructure.

A deep dive into self-hosting your photos and videos with Immich, exploring its architecture, features like semantic search and facial recognition, and backup strategies.

A personal story about troubleshooting a persistent battery drain issue on an old HP Pavilion laptop, diving into hardware upgrades and OS diagnostics.

This blog post details the architectural decisions and philosophies behind building a robust backend system for a startup, focusing on FastAPI, PostgreSQL, and advanced SQL techniques.

This blog post details the architectural decisions and philosophies behind building a robust backend system for a retention and growth platform startup, focusing on FastAPI, PostgreSQL, and a modular design.

Learn how to maximize Google BigQuery's free tier while avoiding unexpected costs. Discover smart querying strategies, data modeling techniques, and essential cost control measures.

A comprehensive performance comparison between Pandas, Polars, and DuckDB using a large flight delay dataset. Discover which library reigns supreme for data analytics.

OpenAI has released gpt-oss-120b and gpt-oss-20b as open-weight models under Apache 2.0 license. Discover their impressive benchmarks, efficient MoE architecture, and how they compare to proprietary models.

How to deploy your fastapi application to Digital Ocean Droplet

An in-depth developer's guide to LangGraph's PostgreSQL checkpointer, its schema, and practical strategies for high-performance state management in LLM applications.

Learn how to fine-tune Microsoft's Phi-3-mini model for heart disease prediction using LoRA and quantization techniques. A complete guide from setup to deployment.

A comprehensive guide showing how to create a stateless chatbot using LangGraph and deploy it as a production-ready API using FastAPI

A short and concise explanation of the core concepts of LangGraph. It is designed to be easily understandable for anyone new to the framework.

Discover Kimi K2, the cutting-edge agentic AI model with 1 trillion parameters. Learn about its tool-using capabilities, impressive benchmarks, and how to integrate it into your projects today.

A comprehensive guide on integrating Supabase OAuth with FastAPI for secure social logins using GitHub, Google, and other providers.

Exploring barriers, giants, and imaging wars: the competitive moats of medical imaging

Exploring essays on banking: is debt at arms-length always a good option for your business?

Exploring transforming clinical trials: adaptive approaches for better patient outcomes

Exploring on singular value decomposition and it's use in recommendation systems

Exploring economics of savage weddings

Exploring irrational to rational