Author(s): michaelczarnecki Originally published on Towards AI. hello. In this part I will present a multi-agent applicationsThis will be a discussion panel with four roles: researcher – Has access to …
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Agent
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Last updated on January 3, 2026 by Editorial Team Author(s): Rashmi Originally published on Towards AI. Architecture has gone bad due to over-reliance on AI generation Problem: AI generates working …
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AI Tools
A coding implementation for building a self-testing agent AI system and enforcing security at runtime using Strands for Red Team tool-using agents
In this tutorial, we build an advanced red-team assessment harness using strands agent Stress-testing tool-using AI systems against quick-injection and tool-misuse attacks. We approach agent protection as a first-order engineering …
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Generative AI
LLM and AI Agent Applications with Langchain and Langgraph – Part 17: Criteria Evaluator
Author(s): michaelczarnecki Originally published on Towards AI. hello! The next evaluation technique that we will learn in this section is criteria evaluator, The idea is simple, but extremely powerful: the …
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Machine Learning
LLM and AI Agent Applications with Langchain and Langgraph – Part 18: Trajectory Evaluator
Author(s): michaelczarnecki Originally published on Towards AI. hello! The next valuation technique that we will discuss in this section is trajectory evaluator, This tool does not just look at the …
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Generative AI
How to design transactional agent AI systems with Langgraph using two-phase commitment, human interruption, and safe rollback
In this tutorial, we implement an agentic AI pattern using Langgraph that treats reasoning and action as transactional workflows rather than single-shot decisions. We model a two-phase commit system in …
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AI News
Alibaba Tongyi Lab released MAI-UI: a foundation GUI agent family that supersedes Gemini 2.5 Pro, Seed1.8, and UI-TARS-2 on AndroidWorld.
Alibaba Tongyi Lab has released a family of MAI-UI-Foundation GUI agents. It seamlessly integrates MCP tool usage, agent user interaction, device-cloud collaboration and online RL, establishing state-of-the-art results in general …
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Author(s): Farhad Malik Originally published on Towards AI. A comprehensive, practical guide that bridges the gap between AI hype and investment management reality Investment management firms are deploying agent AI …
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AI News
How to Build a Contract-First Agent Decision System with PydenticAI for Risk-Aware, Policy-Compliant Enterprise AI
In this tutorial, we demonstrate how to use a contract-first agentic decision system PydenticAITreating structured schema as non-negotiable governance contracts rather than alternative output formats. We show how we define …
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Generative AI
How to build production-grade agent workflows with Graphbit using deterministic tools, validated execution graphs, and optional LLM orchestration
In this tutorial, we build an end-to-end, production-style agentive workflow using graphbit It demonstrates how graph-structured execution, tool calling, and alternative LLM-driven agents can coexist in the same system. We …