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A forward deployed AI engineer embedded in a client environment, turning an AI pilot into a production system

Jul 23, 2026

AIBusiness

What Is a Forward Deployed AI Engineer (And Why Your Business Needs One)

A forward deployed AI engineer embeds in your business and ships AI into production, not a demo. What the role is, why pilots stall, and how it drives ROI.

A Claude coding agent loop fixing a failing test suite: run tests, read failures, edit, repeat

Jun 20, 2026

AIClaude API

The Claude Agentic Loop: Build a Coding Agent That Fixes Failing Tests

Build a Claude agentic loop on the raw SDK: a coding agent that fixes failing tests. The act-evaluate-learn cycle, a separate reviewer, and stop conditions.

Prompt caching with the Claude API to reduce input token costs

Jun 16, 2026

AIClaude API

Prompt Caching with the Claude API: Cut Costs on Repeated Context

Cache stable prompt prefixes with the Claude API to slash input costs. Covers cache_control, the usage fields to watch, and the silent bug that breaks caching.

Claude Managed Agents overview

Apr 10, 2026

AIClaude API

Claude Managed Agents: What They Are and Why They Matter

Anthropic just launched Claude Managed Agents to handle the infrastructure layer of AI agents — sandboxing, state management, credentials, and execution. Here's what it is and whether you should care.

Building a production AI agent with Claude Agent SDK

Mar 10, 2026

AIClaude API

Building a Production AI Agent with the Claude Agent SDK

Build a production-grade AI agent in TypeScript with the Claude Agent SDK. Covers agentic loops, tool calling, error handling, context management, and human-in-the-loop controls.

Custom MCP server in TypeScript

Feb 4, 2026

AIClaude API

Building a Custom MCP Server in TypeScript

Build a Model Context Protocol server from scratch in TypeScript. Connect AI agents to your own tools, APIs, and data sources with type safety.

Structured outputs with Claude using JSON schemas and Zod validation

Feb 3, 2026

AIClaude API

Structured Outputs with Claude: JSON Schemas, Validation, and Retry Loops

Get reliable, validated JSON from Claude every time. Covers tool-based structured outputs, Zod validation, retry loops with error feedback, and batch processing patterns.

Connecting Claude to external tools with MCP

Jan 13, 2026

AIClaude API

Connecting Claude to External Tools with MCP: A Real-World Example

Build a Claude-powered customer analytics agent that connects to a real database and CRM via MCP. A practical, client-facing use case for the Model Context Protocol.

Type-safe AI agents with Vercel AI SDK

Dec 9, 2025

AI

Type-Safe AI Agents with Vercel AI SDK

Build production-grade AI agents in TypeScript with structured outputs, tool calling, multi-step orchestration, and streaming using the Vercel AI SDK.

Plugin architecture in NestJS with dynamic modules

Apr 20, 2025

Architecture

Plugin Architecture in NestJS with Dynamic Modules

Build extensible systems with NestJS dynamic modules, custom decorators, and the discovery pattern. A real-world notification system example.

LangChain AI agent for email management

Apr 14, 2025

AI

AI Agent That Manages Your Emails And Calendar | LangChain

In today's fast-paced digital world, managing emails can be a time-consuming task. Whether it's responding to routine inquiries, drafting...

AI chatbot built with AWS Lex and RAG

Apr 14, 2025

AI

Building AI ChatBot using AWS Lex and RAG

Chatbots have come a long way, from simple rule-based responders to intelligent virtual assistants that can understand context, retrieve...

CQRS pattern in NestJS with Clean Architecture

Nov 22, 2024

Architecture

CQRS in NestJS with Clean Architecture

Separate your reads from your writes. Learn how to implement the CQRS pattern in NestJS using @nestjs/cqrs, mapped to Clean Architecture layers.

Transactional outbox pattern in NestJS

Nov 17, 2024

Architecture

The Transactional Outbox Pattern in NestJS

Solve the dual write problem. Learn how to reliably publish domain events using the Outbox Pattern with TypeORM transactions in NestJS.

Circuit breaker pattern in NestJS

Nov 14, 2024

Backend

Circuit Breaker with Opossum in NestJS

In modern applications, we often rely on external services, APIs, or databases. When these dependencies fail our entire system suffer....

Cleaning spaghetti code in Angular

Jan 16, 2023

Angular

Anti-Patterns 02 Cleaning the Spaghetti Code

Angular is a powerful framework, but it's not immune to the pitfalls of bad coding practices. Let's dive into one of the biggest...

Unit of Work pattern with NestJS and TypeORM

Dec 20, 2022

Backend

Unit Of Work Pattern with NestJS and TypeORM

When working with databases and complex business logic one of the main challenges is ensuring consistency when saving and updating data....

Clean Code

Nov 3, 2022

Angular

Angular Anti-Patterns 01 Cleaning the Stateful Services

Angular services that mix application logic with API calls can lead to maintenance and scaling challenges. Lets look at how to do it right.

JavaScript event loop explained

Oct 24, 2022

JavaScript

How does JS work? Event Loop

Understanding the JavaScript event loop is essential for any developer working with modern web technologies. Despite JavaScript's...

Domain events in NestJS

Sep 25, 2022

Architecture

Domain Events in NestJS with Simple Example

In the previous blog, we explored Domain-Driven Design (DDD) concepts, including Entities, Aggregates, Repositories, and Read Models....

Domain Driven Design concepts

Sep 22, 2022

Architecture

Domain Driven Design

As applications grow, managing business logic and maintaining scalability become difficult. Domain-Driven Design (DDD) helps solve this...

Aggregates in Domain-Driven Design

Sep 9, 2022

Architecture

Invariants and Aggregates in Domain-Driven Design

In Domain-Driven Design (DDD), aggregates are a key concept that help maintain the integrity. They act as boundaries, ensuring that...

React forms with react-hook-form and zod

Jun 15, 2022

React

React Forms with react-hook-form and Zod

Building production-grade forms in React with validation, accessibility, error handling, and good UX using react-hook-form and zod.

NestJS clean architecture folder structure

May 10, 2022

Architecture

Clean Architecture Application Structure In NestJS Framework

Clean Architecture is amazing, it keeps your code organized, flexible, and easy to maintain. But when it comes to NestJS, figuring out...

Clean architecture diagram

May 8, 2022

Architecture

Understanding Clean Architecture

Clean Architecture is a software design philosophy originally introduced by Robert C. Martin (Uncle Bob). It emphasizes organizing your...

Today's AI Briefing4 stories
Aug 11, 2026

Summary

Today the frontier labs all showed a different face. Meta swung back to open source with a 30B agent you can run on a single gaming GPU, while OpenAI went the other direction, shipping a cyberweapon of a model that only a vetted few can touch. A curious researcher figured out how to reverse-engineer when these models were actually trained just by quizzing them, and Intel asked Wall Street for $15 billion to stay in the AI game. Openness, secrecy, snooping, and money, all in one day.

Read full summary & take a quiz →

Top Stories

Meta Swings Back to Open Source With Muse Glimmer, a 30B Agent That Runs on One Gaming GPU

OpenAI Ships GPT-5.6-Cyber, a Model Trained to Refuse Less, and Locks It Behind an Applicant-Only Tier

A Researcher Figured Out How to Reverse-Engineer When Frontier Models Were Actually Trained, Just by Quizzing Them

Intel Asks Wall Street for $15 Billion to Stay in the AI Chip Race

6 quiz questions inside