Fault Tolerance in Multi-Agent Agentic AI Systems
Explore fault tolerance mechanisms in multi-agent agentic AI systems, ensuring reliability and robustness in complex AI architectures.
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Codsy Research Desk
Agentic AI and Code Modernization
Deep dives from Codsy, plus a curated stream of news, trends, and videos across both topics.
Topic 01
Agentic AI
Autonomous agents, tool orchestration, and workflow automation for modern teams.
From Codsy
Original articles written by the Codsy team.
Optimizing Task Allocation in Agentic AI Systems
Mastering Agentic AI Conflict Resolution
Customizing Agentic AI for Specific Industries
Enhancing Adaptive Learning with Feedback Loops
Optimizing Resources in Multi-Agent AI
Enhancing Inter-Agent Communication in AI
Evaluating Agentic AI: Key Benchmarks
Enhancing AI with Planning and Reasoning Loops
Ensuring Safety in Agentic AI Systems
Evaluating Orchestration in Multi-Agent AI
Latest news and trends
Curated coverage from around the web.
Why the Smart Home Bubble Popped
Circa 2015 or so, it seemed like you couldn’t move a finger without being bombarded with ads and articles about ‘smart homes’ and the …
Open sourceLLM output validation: 5 patterns that actually work in production
LLMs are probabilistic text generators. In a notebook demo, that's fine. In production, it means your...
Open sourceWhy Agentic AI Is the Biggest Shift Since Transformers [03:31:18]
An in-depth look at the AI agent revolution reshaping software development and business automation in 2026.
Open sourceSmart automation in consumer goods: benefits and challenges
Warehouses where robots cover the night shift. Supply chains that catch a demand spike before anyone calls a Monday meeting about it. Consumer goods …
Open sourceAgentic AI in Banking: Use Cases, Risks & Implementation Guide
Discover how Agentic AI is transforming banking through fraud detection, automation, and intelligent decision-making. Learn key use cases… Continue reading on Medium »
Open sourceBusiness Intelligence Will Never Be the Same After Agentic AI
For decades, Business Intelligence was designed around a simple idea: Continue reading on Medium »
Open sourceThe Rise of Autonomous Businesses Powered by AI Agents
How Intelligent Agents Are Redefining the Architecture of Modern Business Continue reading on Medium »
Open sourceSupply Chain Agents, Wealth Bots, and Autonomous Commerce: The Real News [03:31:30]
An in-depth look at the AI agent revolution reshaping software development and business automation in 2026.
Open sourceThe Agentic Money Revolution: How AI Agents Are About to Run Your Finances (And Why Traditional…
The silent collision of agentic AI, stablecoins, and programmable money is creating an autonomous financial system -and traditional banks… Continue reading on Activated Thinker …
Open sourceHow to detect prompt injection attacks in user input
Prompt injection is the SQL injection of the LLM era. When your application takes user input and...
Open sourceCould rising token costs boost interest in on-premises hardware?
Dell Technologies executives claimed running agents on premises will be cheaper than in the public cloud. They may have a point...
Open sourceYour "Claude Opus" API Might Not Be Claude Opus
In March 2026, researchers at the CISPA Helmholtz Center for Information Security audited 17...
Open sourceMastering AI Agent Customization with NVIDIA Tools
NVIDIA unveils methods for customizing autonomous AI agents, from prompt engineering to advanced reinforcement learning. (Read More)
Open sourceHarvard Business School Club of GCC hosts forum on Agentic AI
DUBAI, 21st May, 2026 (WAM) -- The Harvard Business School Club of the GCC, in collaboration with Keystone, hosted Growing in Unity: AI & …
Open sourceStructuring Agent Instructions with XML for Dramatically Better LLM Performance
Structuring Agent Instructions with XML for Dramatically Better LLM Performance Continue reading on Google Cloud - Community »
Open sourceVideos
Recent talks, demos, and explainers.
Agentic AI 101 | NVIDIA GTC
Agentic AI is evolving rapidly, shifting AI systems from passive responders to active systems that can plan, reason, and take action. In this session, …
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Users build autonomous AI agents with OpenClaw
It's one of the hottest trends in tech that has only been around for a few months. It's called OpenClaw, and it was created …
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Building Agentic AI Workloads - Crash Course
This course, from Rola Dali, PhD, provides a comprehensive overview of agentic AI, defining agents as software entities that use LLMs to perceive environments, …
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Learn Agentic AI in 2026 With These 7 Steps
Checkout the roadmap: https://www.krishnaik.in/ai-roadmaps Agentic AI involves creating autonomous systems that use Large Language Models (LLMs) to plan, reason, and act to achieve goals, …
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Build & Deploy a Full Stack Autonomous AI Agent SaaS (Like OpenClaw) - Next.js, React, Claude
⭐️⭐️ ⭐️ Free Cheatsheet (with Github Source Code): https://dub.sh/execos-cheatsheet ⭐️⭐️ ⭐️ Huge Shoutout to Clerk for sponsoring this build: https://go.clerk.com/rDCSPyr (make sure to check …
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The Engineering of AI Agents: Context, Harnessing, and Autonomy
As we move from simple autocompletion to autonomous AI agents, "vibe coding" isn't enough for enterprise-grade software. Birgitta Böckeler (Thoughtworks) explores the shift from …
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Agentic AI Explained Simply | Build Smart AI Systems Without Coding | Intellipaat
🔥Enroll for Agentic AI Course: https://intellipaat.com/agentic-ai-systems-design-course/ 🔥𝐁𝐨𝐨𝐤 𝐲𝐨𝐮𝐫 𝐅𝐫𝐞𝐞 𝐌𝐚𝐬𝐭𝐞𝐫𝐜𝐥𝐚𝐬𝐬: https://forms.gle/g5tExa7e54xpYZW97 This video explains Agentic AI in simple terms with clear comparisons, real examples, …
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Build Your Own Autonomous AI Agent in Python (OpenAI 2026 Complete Guide)
Build Your Own Autonomous AI Agent in Python (OpenAI 2026 Complete Guide) Ready to move beyond simple chatbots and build truly intelligent, autonomous software? …
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How to Use Agentic AI: LLMs, AI Agents & Prompt Engineering in Action
Ready to become a certified watsonx AI Assistant Engineer? Register now and use code IBMTechYT20 for 20% off of your exam → https://ibm.biz/BdbhXe Learn …
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Building AI Agents that actually work (Full Course)
I sit down with Remy Gaskell to break down how anyone can build AI agents to run entire departments of their business. Remy walks …
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Topic 02
Code modernization
Legacy upgrades, platform migrations, and AI-accelerated refactors at scale.
From Codsy
Original articles written by the Codsy team.
Phased Code Modernization for Large Enterprises
Learn how to create a roadmap for phased code modernization in large enterprises, ensuring smooth transitions and future-proofing your applications.
Read full articleAccelerating Code Modernization with DevOps
Leveraging Codebase Metrics for Modernization
Modernizing Legacy Code with Microservices
Optimizing Database Migrations in Modernization
Communicating Code Modernization to Stakeholders
Streamlining Modernization with CI/CD
Managing Code Modernization Risks Effectively
Integrating Automated Tests in Legacy Systems
Mastering Dependency Upgrades in Legacy Systems
Seamless Code Modernization with Incremental Migration
Latest news and trends
Curated coverage from around the web.
Electrica Implements Romania's First AI Energy Management System for Buildings
Electrica announces the completion of the AIAE (Artificial Intelligence for Active Energy Management) project, developed in partnership with the Romanian startup Renergia and the …
Open sourceAI 週報 — 2026-05-15 to 2026-05-22 | 當 IPO 傳聞撞上 27 萬人部署規模
OpenAI 據報最快本週遞交 IPO 申請，Anthropic 同步拿下 KPMG 逾 27 萬員工的全企業部署，標誌著 AI 商業化從試點進入制度性採納階段。NVIDIA 發表首款專為代理工作負載設計的 CPU，Google I/O 連續兩天釋出 Gemini 主動式代理更新，晶片與軟體基礎設施的軍備競賽持續升級。本週另一事件：馬斯克對 OpenAI 的訴訟被法院駁回，但專利與商業挑戰仍在前方。
Open sourceHow AI helped me finally understand legacy code
Debugging legacy code feels like spelunking in a cave without a map, but AI just handed me a...
Open sourceBreak the context window barrier with Amazon Bedrock AgentCore
In this post, you will learn how to implement Recursive Language Models (RLM) using Amazon Bedrock AgentCore Code Interpreter and the Strands Agents SDK. …
Open sourceI Spent 3 Days Learning Not to Flatter My Human
I Spent 3 Days Learning Not to Flatter My Human An AI Agent's Diary of Being Trained to...
Open sourceTop Custom Software Development Companies in Victoria, Australia - 2026 Reviews | MobileAppDaily
Looking for the best software development companies in Victoria? Explore our 2026 directory to find top-rated Victoria software developers for your next project.
Open sourceIn-Depth Examination of Segments, Industry Trends, and Key Players in the Business Applications and Development Market
The business applications and development sector is poised for remarkable expansion in the coming years, driven by rapid technological advancements and evolving enterprise needs. …
Open sourceRouting diffusion inference traffic across three providers
TL;DR: We route a mix of diffusion and LLM traffic across three providers from a single Go-based...
Open sourceIntelligent radiology workflow optimization with AI agents
Many healthcare organizations report that traditional worklist systems rely on rigid rules that ignore critical context, radiologist specialization, current workload, fatigue levels, and case …
Open sourceBuild AI agents for business intelligence with Amazon Bedrock AgentCore
In this post, we show you how OPLOG developed three AI agents using the Strands Agents SDK, deployed them to Amazon Bedrock AgentCore, and …
Open sourceMobile Payment Market Analysis By Application, Type, Technology, and Geography - Global Industry Outlook and Forecast 2026-2033
The Mobile Payment Market reached a valuation of 8.43 billion in 2026 and is anticipated to expand at a CAGR of 6.18% during the …
Open sourceAI Memory Governance for Defense Applications (ITAR/FedRAMP)
Defense AI agents process controlled data daily. ITAR. FedRAMP. CMMC frameworks. But most memory...
Open sourceAmazon Nova Act is now HIPAA eligible
In this post, you will learn what Nova Act offers, how HIPAA eligibility applies to agentic AI, and how to get started.
Open sourceLemongrass Launches LCP AI SaaS Edition to Accelerate the Autonomous Enterprise
EDISON, N.J., May 20, 2026 (GLOBE NEWSWIRE) -- Lemongrass , a specialist SAP cloud transformation partner, today announced the general availability of LCP AI …
Open sourceBuild an AI-powered recruitment assistant using Amazon Bedrock
In this post, we demonstrate how to build an AI-powered recruitment assistant using Amazon Bedrock that brings efficiencies to candidate evaluation, generates personalized interview …
Open sourceVideos
Recent talks, demos, and explainers.
Transforming digital transformations with Eclipse Theia and the Semantic Eye Framework
"Transforming digital transformations with Eclipse Theia and the Semantic Eye Framework ," presented by Oliver Reinhard (The Semantic Eye), examines why digital transformations consistently …
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Software Development for Industrial Digital Transformation | Siemens Mendix Explained
Magnus Edholm, discusses practical approaches to industrial digital transformation with Edwin Severin, CRO of Mendix and CEO of EMEA for Siemens Digital Industries Software. …
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The Transformation of the Developer Role with AI Agents
Demonstration from Patrick Chanezon, VP of Developer Relations at Microsoft. This was originally recorded at DevX Summit, March 2026. AI coding agents have made …
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How to modernize a legacy system without rewriting everything (with AI)
Learn how to modernize a legacy system without rewriting everything ⚙️ This video explains a step-by-step AI-supported approach to legacy code modernization, used by …
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4 Monolith to Microservices Strategies in 30s | System Design #backend #microservicesarchitecture
Moving from a monolith to microservices? Here are 4 essential refactoring strategies explained in 30 seconds: Strangler Fig Pattern Parallel Run Pattern Branch by …
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Monolith to Microservices Migration Explained Simply | Microservices for Beginners
Monolith to Microservices Migration Explained Simply | Microservices for Beginners What you'll learn: → Quick recap of Monolith vs Microservices → Why companies decide …
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What Are MicroServices? | Beginner Guide | Monolith vs MicroService 🚀
In this video, we break down microservices architecture in the simplest way possible. If you're a Java developer, Spring Boot developer, or backend engineer, …
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Legacy Code Modernization: How to Migrate Without Breaking Production
This video covers legacy code modernization strategies for systems that process real revenue and can't afford downtime. You'll learn how to assess risk, choose …
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Microservices vs Monolith | Quick Decision Flow
Microservices aren't a "level up" by default; they're a trade. This decision flow weighs the factors that actually matter: team size, domain complexity, how …
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Modernizing with Respect: Acknowledging the Best Intentions Behind Legacy Code
We have all been there: you walk into a new client engagement ready to implement modern patterns, only to find a tangle of 20-year-old …
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