Categories

Agents (1 posts)

How AI Agent Memory Works (and How We Integrated It)

May 06, 2026 •

Ai Engineering Agents Rag

When you build an agent that chats with users over days or weeks, you quickly hit a ceiling: context windows are finite, and “just include the whole conversation” doesn’t scale. You need durable me...

Ai (15 posts)

How AI Agent Memory Works (and How We Integrated It)

May 06, 2026 •

Ai Engineering Agents Rag

When you build an agent that chats with users over days or weeks, you quickly hit a ceiling: context windows are finite, and “just include the whole conversation” doesn’t scale. You need durable me...

The AI Retrieval Stack

April 12, 2026 •

Ai Engineering

The AI retrieval stack is the pipeline that takes a query and returns relevant results. Getting it right requires answering a set of workload questions before choosing any particular tool:

Why and How We Created the Document Agent

February 22, 2026 •

Ai Programming Engineering Product

The Document Agent is the chat on the document page in DocRouter: you talk to an AI in the context of a single document to create or edit schemas, prompts, and tags, run extraction, and tweak resul...

Why I Prefer MongoDB For AI Applications

February 17, 2026 •

Tech Programming Ai Databases

This post was co-published by MongoDB at mongodb.com.

How We Built the DocRouter n8n Nodes With Cursor (In the Open)

January 31, 2026 •

Ai Programming Engineering Tutorials

We shipped n8n-nodes-docrouter—a full set of n8n community nodes and credentials for DocRouter.ai. This post does three things: how to use the nodes (with examples), how we built them in a single C...

How We Built Webhooks With Cursor (and Reviewed Them With Claude Code)

January 19, 2026 •

Ai Programming Engineering

We recently shipped outbound webhook support in DocRouter. This post is a practical look at how we implemented it—both technically and with the AI tooling workflow that got it across the finish lin...

How To Create Document Workflows With Temporal And DocRouter.AI

December 25, 2025 •

Tech Programming Ai Tutorials

Processing large multi-page documents with AI requires careful orchestration. When documents are hundreds of pages long, they can’t be processed in a single LLM prompt due to token limits. This pos...

How We Integrated Stripe Into DocRouter.AI

October 20, 2025 •

Tech Programming Ai Tutorials

At DocRouter.AI, we build an AI app for processing documents using LLMs. As our user base grew, we needed a reliable way to handle billing for self-serve customers. This post explains our Stripe in...

How To Train Your AI Agent

October 02, 2025 •

Ai Programming Tutorials

Developing an AI agent comes down to a number of intertwined yet distinct challenges: Create the runtime infrastructure for the agent itself Add tools for the task Planning: Making agent tac...

Navigating Compliance in Startups: A Guide for Regulated Industries

September 10, 2025 •

Ai Programming Tech Reviews

In the dynamic world of startups, especially those operating in heavily regulated sectors like healthcare, fintech, AI, and consumer hardware, compliance isn’t just a checkbox—it’s a foundational e...

DocRouter.AI: Adventures in CSS and AI Coding

July 29, 2025 •

Ai Programming Tech Reviews

DocRouter.AI transforms messy, multi-layout business documents into clean, structured data using large language models (LLMs) and schema-driven orchestration. We focus on regulated industries like ...

Claude Code vs Cursor, July '25

July 26, 2025 •

Ai Programming Tech Reviews

Today, I ran Anthropic Claude Code side by side with Cursor. Here is my take:

How to make a self-driving car

October 19, 2024 •

Ai Programming Tech Reviews

Notes on an a16z survey of self-driving cars, and slides from my AI Camp Jan 2024 Talk

Background Jobs for FastAPI

October 19, 2024 •

Ai Programming Tech Reviews

I needed my FastAPI backend to spawn background jobs, for example, to run Optical Character Recognition (OCR), Named Entity Recognition (NER), or Large Language Model (LLM) orchestration. The FastA...

My notes from HackMIT '24

September 26, 2024 •

Ai Programming Tech Reviews

About 120 teams of 3-5 undergrad students compete for 24 hours to build projects. This year, the tracks were Sustainability, Education, Interactive Media, and Healthcare. A number of companies...

Company-website (1 posts)

Build Your Company Website with Analytiq Pages

August 30, 2025 •

Webdev Jekyll Tailwind Github-pages Company-website

Setting up a professional company website shouldn’t require a team of developers or expensive hosting solutions. Analytiq Pages is our streamlined approach to building beautiful, fast company websi...

Databases (1 posts)

Why I Prefer MongoDB For AI Applications

February 17, 2026 •

Tech Programming Ai Databases

This post was co-published by MongoDB at mongodb.com.

Devops (4 posts)

Self-Hosted MongoDB on Kubernetes with Atlas Search (mongot)

March 08, 2026 •

Tech Kubernetes Devops Mongodb

For air-gapped environments, on-premises clusters, or any deployment where MongoDB Atlas is not an option, you can run a production-grade MongoDB replica set with optional Atlas Search (full-text a...

Deploying Doc Router on Kubernetes: From Docker Compose to EKS and Digital Ocean

March 07, 2026 •

Tech Kubernetes Devops Docrouter

We recently added production-grade Kubernetes support to Doc Router. This post walks through the key decisions and challenges we encountered along the way.

Kubernetes Packaging and Deployment: Kustomize, Helm, and GitOps

March 06, 2026 •

Tech Kubernetes Devops

This is the second part of the Kubernetes primer series. The first part covered the core building blocks — Pods, Deployments, Services, Secrets, PVCs, and Helm basics. This part goes deeper into th...

Kubernetes for Docker Users: A Practical Primer

March 05, 2026 •

Tech Kubernetes Devops

If you’ve used Docker Compose, you already understand the core idea: define your services, wire them together with a network, and let the runtime manage the processes. Kubernetes takes that same id...

Docrouter (1 posts)

Deploying Doc Router on Kubernetes: From Docker Compose to EKS and Digital Ocean

March 07, 2026 •

Tech Kubernetes Devops Docrouter

We recently added production-grade Kubernetes support to Doc Router. This post walks through the key decisions and challenges we encountered along the way.

Engineering (5 posts)

How AI Agent Memory Works (and How We Integrated It)

May 06, 2026 •

Ai Engineering Agents Rag

When you build an agent that chats with users over days or weeks, you quickly hit a ceiling: context windows are finite, and “just include the whole conversation” doesn’t scale. You need durable me...

The AI Retrieval Stack

April 12, 2026 •

Ai Engineering

The AI retrieval stack is the pipeline that takes a query and returns relevant results. Getting it right requires answering a set of workload questions before choosing any particular tool:

Why and How We Created the Document Agent

February 22, 2026 •

Ai Programming Engineering Product

The Document Agent is the chat on the document page in DocRouter: you talk to an AI in the context of a single document to create or edit schemas, prompts, and tags, run extraction, and tweak resul...

How We Built the DocRouter n8n Nodes With Cursor (In the Open)

January 31, 2026 •

Ai Programming Engineering Tutorials

We shipped n8n-nodes-docrouter—a full set of n8n community nodes and credentials for DocRouter.ai. This post does three things: how to use the nodes (with examples), how we built them in a single C...

How We Built Webhooks With Cursor (and Reviewed Them With Claude Code)

January 19, 2026 •

Ai Programming Engineering

We recently shipped outbound webhook support in DocRouter. This post is a practical look at how we implemented it—both technically and with the AI tooling workflow that got it across the finish lin...

Github-pages (1 posts)

Build Your Company Website with Analytiq Pages

August 30, 2025 •

Webdev Jekyll Tailwind Github-pages Company-website

Setting up a professional company website shouldn’t require a team of developers or expensive hosting solutions. Analytiq Pages is our streamlined approach to building beautiful, fast company websi...

Jekyll (2 posts)

Build Your Company Website with Analytiq Pages

August 30, 2025 •

Webdev Jekyll Tailwind Github-pages Company-website

Setting up a professional company website shouldn’t require a team of developers or expensive hosting solutions. Analytiq Pages is our streamlined approach to building beautiful, fast company websi...

From Jekyll Minima to Tailwind: A Seamless Migration Story

August 20, 2025 •

Webdev Jekyll Tailwind

I can’t believe it. Claude Code was able to update my Jekyll-based site bitdribble.github.io to use Tailwind pretty much with no intervention. The transformation from the old, less flexible Minima ...

Kubernetes (4 posts)

Self-Hosted MongoDB on Kubernetes with Atlas Search (mongot)

March 08, 2026 •

Tech Kubernetes Devops Mongodb

For air-gapped environments, on-premises clusters, or any deployment where MongoDB Atlas is not an option, you can run a production-grade MongoDB replica set with optional Atlas Search (full-text a...

Deploying Doc Router on Kubernetes: From Docker Compose to EKS and Digital Ocean

March 07, 2026 •

Tech Kubernetes Devops Docrouter

We recently added production-grade Kubernetes support to Doc Router. This post walks through the key decisions and challenges we encountered along the way.

Kubernetes Packaging and Deployment: Kustomize, Helm, and GitOps

March 06, 2026 •

Tech Kubernetes Devops

This is the second part of the Kubernetes primer series. The first part covered the core building blocks — Pods, Deployments, Services, Secrets, PVCs, and Helm basics. This part goes deeper into th...

Kubernetes for Docker Users: A Practical Primer

March 05, 2026 •

Tech Kubernetes Devops

If you’ve used Docker Compose, you already understand the core idea: define your services, wire them together with a network, and let the runtime manage the processes. Kubernetes takes that same id...

Mongodb (1 posts)

Self-Hosted MongoDB on Kubernetes with Atlas Search (mongot)

March 08, 2026 •

Tech Kubernetes Devops Mongodb

For air-gapped environments, on-premises clusters, or any deployment where MongoDB Atlas is not an option, you can run a production-grade MongoDB replica set with optional Atlas Search (full-text a...

Product (1 posts)

Why and How We Created the Document Agent

February 22, 2026 •

Ai Programming Engineering Product

The Document Agent is the chat on the document page in DocRouter: you talk to an AI in the context of a single document to create or edit schemas, prompts, and tags, run extraction, and tweak resul...

Programming (13 posts)

Why and How We Created the Document Agent

February 22, 2026 •

Ai Programming Engineering Product

The Document Agent is the chat on the document page in DocRouter: you talk to an AI in the context of a single document to create or edit schemas, prompts, and tags, run extraction, and tweak resul...

Why I Prefer MongoDB For AI Applications

February 17, 2026 •

Tech Programming Ai Databases

This post was co-published by MongoDB at mongodb.com.

How We Built the DocRouter n8n Nodes With Cursor (In the Open)

January 31, 2026 •

Ai Programming Engineering Tutorials

We shipped n8n-nodes-docrouter—a full set of n8n community nodes and credentials for DocRouter.ai. This post does three things: how to use the nodes (with examples), how we built them in a single C...

How We Built Webhooks With Cursor (and Reviewed Them With Claude Code)

January 19, 2026 •

Ai Programming Engineering

We recently shipped outbound webhook support in DocRouter. This post is a practical look at how we implemented it—both technically and with the AI tooling workflow that got it across the finish lin...

How To Create Document Workflows With Temporal And DocRouter.AI

December 25, 2025 •

Tech Programming Ai Tutorials

Processing large multi-page documents with AI requires careful orchestration. When documents are hundreds of pages long, they can’t be processed in a single LLM prompt due to token limits. This pos...

How We Integrated Stripe Into DocRouter.AI

October 20, 2025 •

Tech Programming Ai Tutorials

At DocRouter.AI, we build an AI app for processing documents using LLMs. As our user base grew, we needed a reliable way to handle billing for self-serve customers. This post explains our Stripe in...

How To Train Your AI Agent

October 02, 2025 •

Ai Programming Tutorials

Developing an AI agent comes down to a number of intertwined yet distinct challenges: Create the runtime infrastructure for the agent itself Add tools for the task Planning: Making agent tac...

Navigating Compliance in Startups: A Guide for Regulated Industries

September 10, 2025 •

Ai Programming Tech Reviews

In the dynamic world of startups, especially those operating in heavily regulated sectors like healthcare, fintech, AI, and consumer hardware, compliance isn’t just a checkbox—it’s a foundational e...

DocRouter.AI: Adventures in CSS and AI Coding

July 29, 2025 •

Ai Programming Tech Reviews

DocRouter.AI transforms messy, multi-layout business documents into clean, structured data using large language models (LLMs) and schema-driven orchestration. We focus on regulated industries like ...

Claude Code vs Cursor, July '25

July 26, 2025 •

Ai Programming Tech Reviews

Today, I ran Anthropic Claude Code side by side with Cursor. Here is my take:

How to make a self-driving car

October 19, 2024 •

Ai Programming Tech Reviews

Notes on an a16z survey of self-driving cars, and slides from my AI Camp Jan 2024 Talk

Background Jobs for FastAPI

October 19, 2024 •

Ai Programming Tech Reviews

I needed my FastAPI backend to spawn background jobs, for example, to run Optical Character Recognition (OCR), Named Entity Recognition (NER), or Large Language Model (LLM) orchestration. The FastA...

My notes from HackMIT '24

September 26, 2024 •

Ai Programming Tech Reviews

About 120 teams of 3-5 undergrad students compete for 24 hours to build projects. This year, the tracks were Sustainability, Education, Interactive Media, and Healthcare. A number of companies...

Rag (1 posts)

How AI Agent Memory Works (and How We Integrated It)

May 06, 2026 •

Ai Engineering Agents Rag

When you build an agent that chats with users over days or weeks, you quickly hit a ceiling: context windows are finite, and “just include the whole conversation” doesn’t scale. You need durable me...

Reviews (6 posts)

Navigating Compliance in Startups: A Guide for Regulated Industries

September 10, 2025 •

Ai Programming Tech Reviews

In the dynamic world of startups, especially those operating in heavily regulated sectors like healthcare, fintech, AI, and consumer hardware, compliance isn’t just a checkbox—it’s a foundational e...

DocRouter.AI: Adventures in CSS and AI Coding

July 29, 2025 •

Ai Programming Tech Reviews

DocRouter.AI transforms messy, multi-layout business documents into clean, structured data using large language models (LLMs) and schema-driven orchestration. We focus on regulated industries like ...

Claude Code vs Cursor, July '25

July 26, 2025 •

Ai Programming Tech Reviews

Today, I ran Anthropic Claude Code side by side with Cursor. Here is my take:

How to make a self-driving car

October 19, 2024 •

Ai Programming Tech Reviews

Notes on an a16z survey of self-driving cars, and slides from my AI Camp Jan 2024 Talk

Background Jobs for FastAPI

October 19, 2024 •

Ai Programming Tech Reviews

I needed my FastAPI backend to spawn background jobs, for example, to run Optical Character Recognition (OCR), Named Entity Recognition (NER), or Large Language Model (LLM) orchestration. The FastA...

My notes from HackMIT '24

September 26, 2024 •

Ai Programming Tech Reviews

About 120 teams of 3-5 undergrad students compete for 24 hours to build projects. This year, the tracks were Sustainability, Education, Interactive Media, and Healthcare. A number of companies...

Tailwind (2 posts)

Build Your Company Website with Analytiq Pages

August 30, 2025 •

Webdev Jekyll Tailwind Github-pages Company-website

Setting up a professional company website shouldn’t require a team of developers or expensive hosting solutions. Analytiq Pages is our streamlined approach to building beautiful, fast company websi...

From Jekyll Minima to Tailwind: A Seamless Migration Story

August 20, 2025 •

Webdev Jekyll Tailwind

I can’t believe it. Claude Code was able to update my Jekyll-based site bitdribble.github.io to use Tailwind pretty much with no intervention. The transformation from the old, less flexible Minima ...

Tech (13 posts)

Self-Hosted MongoDB on Kubernetes with Atlas Search (mongot)

March 08, 2026 •

Tech Kubernetes Devops Mongodb

For air-gapped environments, on-premises clusters, or any deployment where MongoDB Atlas is not an option, you can run a production-grade MongoDB replica set with optional Atlas Search (full-text a...

Deploying Doc Router on Kubernetes: From Docker Compose to EKS and Digital Ocean

March 07, 2026 •

Tech Kubernetes Devops Docrouter

We recently added production-grade Kubernetes support to Doc Router. This post walks through the key decisions and challenges we encountered along the way.

Kubernetes Packaging and Deployment: Kustomize, Helm, and GitOps

March 06, 2026 •

Tech Kubernetes Devops

This is the second part of the Kubernetes primer series. The first part covered the core building blocks — Pods, Deployments, Services, Secrets, PVCs, and Helm basics. This part goes deeper into th...

Kubernetes for Docker Users: A Practical Primer

March 05, 2026 •

Tech Kubernetes Devops

If you’ve used Docker Compose, you already understand the core idea: define your services, wire them together with a network, and let the runtime manage the processes. Kubernetes takes that same id...

Why I Prefer MongoDB For AI Applications

February 17, 2026 •

Tech Programming Ai Databases

This post was co-published by MongoDB at mongodb.com.

How To Create Document Workflows With Temporal And DocRouter.AI

December 25, 2025 •

Tech Programming Ai Tutorials

Processing large multi-page documents with AI requires careful orchestration. When documents are hundreds of pages long, they can’t be processed in a single LLM prompt due to token limits. This pos...

How We Integrated Stripe Into DocRouter.AI

October 20, 2025 •

Tech Programming Ai Tutorials

At DocRouter.AI, we build an AI app for processing documents using LLMs. As our user base grew, we needed a reliable way to handle billing for self-serve customers. This post explains our Stripe in...

Navigating Compliance in Startups: A Guide for Regulated Industries

September 10, 2025 •

Ai Programming Tech Reviews

In the dynamic world of startups, especially those operating in heavily regulated sectors like healthcare, fintech, AI, and consumer hardware, compliance isn’t just a checkbox—it’s a foundational e...

DocRouter.AI: Adventures in CSS and AI Coding

July 29, 2025 •

Ai Programming Tech Reviews

DocRouter.AI transforms messy, multi-layout business documents into clean, structured data using large language models (LLMs) and schema-driven orchestration. We focus on regulated industries like ...

Claude Code vs Cursor, July '25

July 26, 2025 •

Ai Programming Tech Reviews

Today, I ran Anthropic Claude Code side by side with Cursor. Here is my take:

How to make a self-driving car

October 19, 2024 •

Ai Programming Tech Reviews

Notes on an a16z survey of self-driving cars, and slides from my AI Camp Jan 2024 Talk

Background Jobs for FastAPI

October 19, 2024 •

Ai Programming Tech Reviews

I needed my FastAPI backend to spawn background jobs, for example, to run Optical Character Recognition (OCR), Named Entity Recognition (NER), or Large Language Model (LLM) orchestration. The FastA...

My notes from HackMIT '24

September 26, 2024 •

Ai Programming Tech Reviews

About 120 teams of 3-5 undergrad students compete for 24 hours to build projects. This year, the tracks were Sustainability, Education, Interactive Media, and Healthcare. A number of companies...

Tutorials (4 posts)

How We Built the DocRouter n8n Nodes With Cursor (In the Open)

January 31, 2026 •

Ai Programming Engineering Tutorials

We shipped n8n-nodes-docrouter—a full set of n8n community nodes and credentials for DocRouter.ai. This post does three things: how to use the nodes (with examples), how we built them in a single C...

How To Create Document Workflows With Temporal And DocRouter.AI

December 25, 2025 •

Tech Programming Ai Tutorials

Processing large multi-page documents with AI requires careful orchestration. When documents are hundreds of pages long, they can’t be processed in a single LLM prompt due to token limits. This pos...

How We Integrated Stripe Into DocRouter.AI

October 20, 2025 •

Tech Programming Ai Tutorials

At DocRouter.AI, we build an AI app for processing documents using LLMs. As our user base grew, we needed a reliable way to handle billing for self-serve customers. This post explains our Stripe in...

How To Train Your AI Agent

October 02, 2025 •

Ai Programming Tutorials

Developing an AI agent comes down to a number of intertwined yet distinct challenges: Create the runtime infrastructure for the agent itself Add tools for the task Planning: Making agent tac...

Webdev (2 posts)

Build Your Company Website with Analytiq Pages

August 30, 2025 •

Webdev Jekyll Tailwind Github-pages Company-website

Setting up a professional company website shouldn’t require a team of developers or expensive hosting solutions. Analytiq Pages is our streamlined approach to building beautiful, fast company websi...

From Jekyll Minima to Tailwind: A Seamless Migration Story

August 20, 2025 •

Webdev Jekyll Tailwind

I can’t believe it. Claude Code was able to update my Jekyll-based site bitdribble.github.io to use Tailwind pretty much with no intervention. The transformation from the old, less flexible Minima ...