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The three loops behind autonomous AI agents: Agent, Task, and Model

The building blocks for autonomous agents aren't as simple as they seem.

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bobbytables.io·Hacker News: Front Page·2d ago·7 min read

Why AI coding agents hallucinate on large monorepos and how PostgreSQL can help

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Shared by @techglobalfeed.bsky.social ↗

dev.to2d ago

Building Custom Agent Harnesses: A Guide to Connecting AI Models to Real-World Context

technologyprogramming

Shared by @hwchase17 ↗

langchain.com3d ago

Building the Modern AI Stack in 2026: Why Compatibility Beats Tool Overload

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Shared by @undercode.bsky.social ↗

undercodetesting.com5d ago

A Decision-Tree Framework for Designing AI Agent Memory Strategies

In this article, you will learn how to choose the right memory strategy for an AI agent by working through a simple decision tree, one category of information at a time.

technologyprogrammingsoftware architecture

machinelearningmastery.com·Hacker News: Front Page·6d ago·9 min read

How Knock built an AI agent for customer messaging using bash and a virtual file system

A look at how we architected the Knock Agent with bash, a virtual file system, and the management API.

Insighttechnologyprogrammingai engineering

knock.app·Hacker News: Front Page·7d ago·11 min read

Authentication token storage in modern web apps: A security-focused analysis of localStorage, cookies, and in-memory approaches

Where should your auth token live so an XSS bug can't steal it? Here's how to build auth that survives the crazy non-secure world we live in.

Insighttechnologyprogrammingweb security

neciudan.dev·Hacker News: Front Page·7d ago·29 min read

Building Robust AI Agents: Separating Runtime Environment from Code Execution

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fly.io11d ago

Data-Table System Architecture: Schema-Driven Table Generation Guide

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Shared by @mxkaske ↗

logs.run11d ago

Apache Kafka 4.0 Drops ZooKeeper: A Practical Guide to KRaft Reconfiguration for Java Developers

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Shared by @igfasouza.bsky.social ↗

javacodegeeks.com12d ago

The Browser as a Sandbox: Exploring the Shift in Software Execution and Security

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Shared by @news.karthihegde.dev ↗

aifoc.us13d ago

Beyond the Perfectionism vs. Pragmatism Trade-Off in Software Development

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dannorth.net13d ago

Five Architectural Patterns for MCP Servers in LLM-Integrated Applications

The Model Context Protocol (MCP), introduced by Anthropic in November 2024, defines a standardized interface for connecting large language models (LLMs) to external tools, data sources, and services. Within months of release, hundreds of community-built M

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Shared by @omarsar0 ↗

arxiv.org16d ago

Loop Engineering: How Automated Agent Loops Are Replacing Manual AI Prompting

Loop Engineering

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priyankavergadia.substack.com·Twitter Design (trending)·17d ago·8 min read

Prompt Debt: Why Natural Language Interfaces Create Fragile AI Systems

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Shared by @dbreunig ↗

dbreunig.com22d ago

A Method for Designing Hybrid Quantum-Classical Software Systems with Quantitative Guarantees

Addressing problems beyond classical computing limits is sparking an increasing interest in Quantum Computing. However, despite their adequacy to address specific problems, quantum algorithms cover a limited subset of the functionality required in real-wo

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Shared by @informaq.bsky.social ↗

arxiv.org22d ago

Loop Engineering: Building Reliable AI Agents Through Stacked Loops and LangChain Instrumentation

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Shared by @LangChain ↗

langchain.com23d ago

Introduction to Incremental Architectures: Building SaaS Products That Scale

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Shared by @marcosflobo.com ↗

newsletter.optimistengineer.com24d ago

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The three loops behind autonomous AI agents: Agent, Task, and Model

Why AI coding agents hallucinate on large monorepos and how PostgreSQL can help

Building Custom Agent Harnesses: A Guide to Connecting AI Models to Real-World Context

Building the Modern AI Stack in 2026: Why Compatibility Beats Tool Overload

A Decision-Tree Framework for Designing AI Agent Memory Strategies

How Knock built an AI agent for customer messaging using bash and a virtual file system

Authentication token storage in modern web apps: A security-focused analysis of localStorage, cookies, and in-memory approaches

Building Robust AI Agents: Separating Runtime Environment from Code Execution

Data-Table System Architecture: Schema-Driven Table Generation Guide

Apache Kafka 4.0 Drops ZooKeeper: A Practical Guide to KRaft Reconfiguration for Java Developers

The Browser as a Sandbox: Exploring the Shift in Software Execution and Security

Beyond the Perfectionism vs. Pragmatism Trade-Off in Software Development

Five Architectural Patterns for MCP Servers in LLM-Integrated Applications

Loop Engineering: How Automated Agent Loops Are Replacing Manual AI Prompting

Prompt Debt: Why Natural Language Interfaces Create Fragile AI Systems

A Method for Designing Hybrid Quantum-Classical Software Systems with Quantitative Guarantees

Loop Engineering: Building Reliable AI Agents Through Stacked Loops and LangChain Instrumentation

Introduction to Incremental Architectures: Building SaaS Products That Scale