A developer outlines how marketing agencies can build production AI agents in 2026, moving beyond simple copywriting to multi-step systems that call real APIs and optimize campaigns autonomously. The …
LangGraph provides a graph-based structure for building agentic workflows in Python, using state, nodes, and edges to manage execution flow, tool calls, and conversation memory. The framework allows d…
Construct Computer's hosted AI agent product provides a shorter path to operating an AI employee than building a DIY stack, according to an editorial comparison by the Construct Team. The hosted produ…
A new class of open-source, no-code AI platforms now enables developers to build LLM applications, RAG systems, and AI agents through visual canvases and natural-language prompts without manual coding…
An engineer details the architecture of production-ready Agentic AI systems, explaining that autonomous agents require a brain (LLM), tools, memory, and a goal to function reliably. The post covers th…
SafeAI, an open-source static analysis tool for AI agent source code, scans for security risks, capability exposure, and governance gaps without executing agents or calling LLMs, integrating into CI/C…
Dex, an AI engineer, introduces the 12 Factor Agents methodology, a set of principles for building reliable, scalable, and maintainable LLM-powered software. The framework, inspired by 12 Factor Apps,…
A developer built a DIY Claude Code agent using LangChain's Deep Agents library and published a follow-up post adding evaluation, observability, and rollback capabilities. The post introduces an eval …
A developer built Ebookr.ai, an ebook generator that creates a complete ebook in 15 minutes using a multi-agent pipeline with six specialized agents. The project uses Django, Celery, LangChain, and Pl…
RelayShield released four smolagents.Tool classes that let an AI agent check its own attack surface before acting, including verifying whether an MCP server is known-malicious, detecting prompt-inject…
A developer built a 100% local personal assistant using Ollama, LangChain, and voice, running entirely on a laptop GPU with no API calls. The project exposed key differences between cloud-based 70B+ m…
Tkngate v2.5.0, an open-source zero-trust P2P gateway for LLM agents written in Go, introduces cross-node prompt routing with hard USD circuit breakers, ZK-SNARK AI-WAF attestations, and a P2P encrypt…
Orka, a policy checkpoint tool for AI agents, intercepts actions before execution to prevent runaway loops, budget overruns, and dangerous operations, logging everything to a tamper-evident ledger. Th…
IBM released Docling, an open-source document processing tool that parses diverse formats including PDF, DOCX, and images, with integrations for generative AI ecosystems like LangChain and LlamaIndex.…
A developer built Aura Memory, an open-source cognitive memory runtime that treats memory as a governed layer separate from the model, enabling AI agents to manage persistence, retrieval, lifecycle, a…
A developer advises against passing raw JSON to an LLM for e-commerce chatbots, recommending instead a RAG pipeline that flattens product data into plain English sentences, creates embeddings with Lan…
AI agent infrastructure is splitting at the state layer, where durable records of agent work become the dividing line between a product and a parlor trick. Focused Labs argues that state turns agent b…
A developer provides a step-by-step guide to building AI agents that can plan, use tools, and complete multi-step tasks without constant human intervention. The tutorial covers popular frameworks like…
Octopoda, an open-source memory and observability layer for AI agents, launched with built-in persistent memory, loop detection, audit trails, and a live dashboard that runs locally via a single pip i…
A developer built CVForbes, a provider-agnostic AI architecture that automatically switches between Groq, OpenRouter, Ollama, and Gemini without changing a single service. The system uses a router lay…