Akka

𝗢𝗿𝗰𝗵𝗲𝘀𝘁𝗿𝗮𝘁𝗶𝗼𝗻 𝗸𝗲𝗲𝗽𝘀 𝗮𝗴𝗲𝗻𝘁𝗶𝗰 𝘀𝘆𝘀𝘁𝗲𝗺𝘀 𝗮𝗹𝗶𝗴𝗻𝗲𝗱 𝗮𝗰𝗿𝗼𝘀𝘀 𝗳𝗮𝗶𝗹𝘂𝗿𝗲𝘀, 𝘂𝗽𝗱𝗮𝘁𝗲𝘀, 𝗮𝗻𝗱 𝘁𝗶𝗺𝗲.

🎥 Watch our 2-minute brief on how enterprises can guide, control, and moderate long-running processes in agentic AI systems.

#AkkaOrchestration #AgenticAI #AI #Technology #AgentOrchestration

CIO Edge | 26 August 2025 | CIO Conference Join 180 CIOs and IT leaders for one powerful day of codifying lessons learned and the latest insights for memorable and actionable ways to achieve operating excellence.

We’re excited to be attending 𝗔𝗗𝗔𝗣𝗧 𝗖𝗜𝗢 𝗘𝗱𝗴𝗲 this August!
Looking forward to insights from ADAPT and conversations with the companies shaping the Australian and global markets.

See you there!

📅 Event info: adapt.com.au/events/cio-e...

#CIOEdge #AIInAustralia #AI #TechConference #CIOConference

Adopting agentic AI systems for financial services applications Agentic AI is reshaping finance. Learn how banks are building autonomous systems, and how Akka helps deliver safety, reliability, and speed at scale.

The race is on for 𝗳𝗶𝗻𝗮𝗻𝗰𝗶𝗮𝗹 𝘀𝗲𝗿𝘃𝗶𝗰𝗲𝘀 𝗼𝗿𝗴𝘀 𝘁𝗼 𝗮𝗱𝗼𝗽𝘁 𝗮𝗴𝗲𝗻𝘁𝗶𝗰 #𝗔𝗜.

It has the potential to reshape the landscape, but moving from “𝗵𝘂𝗺𝗮𝗻 𝗶𝗻 𝘁𝗵𝗲 𝗹𝗼𝗼𝗽” to 𝗳𝘂𝗹𝗹𝘆 𝗮𝘂𝘁𝗼𝗻𝗼𝗺𝗼𝘂𝘀 𝘀𝘆𝘀𝘁𝗲𝗺𝘀 is still a major challenge.

akka.io/blog/adoptin...
#AgenticAI #AI #AIFinancialServices #AIAgents #ArtificialIntelligence

Demo: MCP support in Akka In this video, Johan, our Principal Engineer on the Akka team, dives into the Model Context Protocol (MCP).

𝗖𝘂𝗿𝗶𝗼𝘂𝘀 𝗵𝗼𝘄 𝗠𝗖𝗣 𝘄𝗼𝗿𝗸𝘀 𝘄𝗶𝘁𝗵 𝗔𝗸𝗸𝗮? The 𝗠𝗼𝗱𝗲𝗹 𝗖𝗼𝗻𝘁𝗲𝘅𝘁 𝗣𝗿𝗼𝘁𝗼𝗰𝗼𝗹 enables LLM-based #agents to interact with external tools & data sources in a 𝗰𝗼𝗻𝘀𝗶𝘀𝘁𝗲𝗻𝘁, 𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲𝗱 way.

With the 𝗔𝗸𝗸𝗮 𝗦𝗗𝗞, these workflows become apps that are cost efficient, scalable, and resilient

👇 Demo akka.io/blog/demo-mc...
#AI

Video: New Akka SDK Component: Agent In this video, Akka engineer Eduardo Pinto introduces the Akka Agent, a core component within the Akka SDK. Designed to interact with AI models.

𝗠𝗲𝗲𝘁 𝘁𝗵𝗲 𝗔𝗸𝗸𝗮 𝗔𝗴𝗲𝗻𝘁 𝗰𝗼𝗺𝗽𝗼𝗻𝗲𝗻𝘁!

A new 𝗔𝗸𝗸𝗮 𝗦𝗗𝗞 𝗰𝗼𝗺𝗽𝗼𝗻𝗲𝗻𝘁 designed to:
  • Interact with #AI models like LLMs
  • Run with or without durable memory
  • Operate autonomously and integrate seamlessly with other Akka components

akka.io/blog/video-n...
#Agents #LLMs #AgenticAI #DistributedComputing

Akka Streaming: High-performance stream processing for real-time AI Akka Streaming, part of the Akka Agentic Platform, is a declarative, actor-based stream processing engine.

𝗧𝗿𝗮𝗱𝗶𝘁𝗶𝗼𝗻𝗮𝗹 #𝗔𝗜 𝘀𝘆𝘀𝘁𝗲𝗺𝘀 𝘀𝘁𝗿𝘂𝗴𝗴𝗹𝗲 𝘄𝗶𝘁𝗵 𝗹𝗮𝘁𝗲𝗻𝗰𝘆 𝗮𝗻𝗱 𝗰𝗼𝗻𝗰𝘂𝗿𝗿𝗲𝗻𝗰𝘆.

𝗔𝗸𝗸𝗮 𝗦𝘁𝗿𝗲𝗮𝗺𝗶𝗻𝗴 brings asynchronous, backpressure-managed streams to #agenticAI.

Explore how 𝗔𝗸𝗸𝗮 𝗦𝘁𝗿𝗲𝗮𝗺𝗶𝗻𝗴 handles complex LLM interactions at scale: akka.io/blog/akka-st...

#AkkaStreaming #Technology #Developer

Akka Memory: Durable, in-memory, and sharded data Akka Memory provides durable, in-memory, and sharded data for AI agents.

🧠 #AIagents can’t act intelligently if they can’t remember. 𝗔𝗸𝗸𝗮 𝗠𝗲𝗺𝗼𝗿𝘆 gives agents durable, distributed memory to 𝗿𝗲𝗰𝗮𝗹𝗹, 𝗿𝗲𝗮𝘀𝗼𝗻, & 𝘀𝗰𝗮𝗹𝗲 𝗲𝗳𝗳𝗼𝗿𝘁𝗹𝗲𝘀𝘀𝗹𝘆.

Build #agenticAI systems with 𝗮𝘂𝗱𝗶𝘁𝗮𝗯𝗶𝗹𝗶𝘁𝘆, 𝘁𝗿𝗮𝗰𝗲𝗮𝗯𝗶𝗹𝗶𝘁𝘆, and 𝗿𝗲𝘀𝗶𝗹𝗶𝗲𝗻𝗰𝗲 baked in.

akka.io/blog/akka-me...

#AI #Technology #Developer

Creating Certainty in the Age of Agentic AI Explore what it takes to move from agent prototypes to fully operational agentic AI systems—faster and with greater enterprise confidence. The Akka team also shares new innovations designed to help en...

𝗘𝗻𝘁𝗲𝗿𝗽𝗿𝗶𝘀𝗲 #𝗔𝗴𝗲𝗻𝘁𝗶𝗰𝗔𝗜 — get to production 𝗳𝗮𝘀𝘁𝗲𝗿 and 𝘀𝗽𝗲𝗻𝗱 𝗹𝗲𝘀𝘀. See how to meet demanding SLAs, deliver systems 3x faster, use 1/3 the compute, and lower token use.

𝗕𝘂𝗶𝗹𝗱, 𝗿𝘂𝗻, and 𝗲𝘃𝗮𝗹𝘂𝗮𝘁𝗲 enterprise agentic systems with 𝗰𝗲𝗿𝘁𝗮𝗶𝗻𝘁𝘆, 𝘀𝗰𝗮𝗹𝗲, and 𝗿𝗲𝘀𝗶𝗹𝗶𝗲𝗻𝗰𝗲.

akka.io/blog/webinar...
#Agents #AI #Java

Gartner® Hype Cycle for Cloud Platform Services, 2025 The 2025 Gartner® Hype Cycle for Cloud Platform Services highlights top trends to guide your AI and cloud investment strategy.

Complimentary Research—Gartner® Hype Cycle™ for Cloud Platform Services, 2025

👇 Read the report: content.akka.io/gartner-hype...

#AgenticAI #Agents #GenAI #AI #Developers

Akka Agents: Quickly create agents, MCP tools, and HTTP / gRPC APIs The Agent component is designed to encapsulate a single AI task with built-in session memory, declarative model orchestration, and error handling.

Ad hoc LLM calls 𝗮𝗿𝗲𝗻’𝘁 𝗲𝗻𝗼𝘂𝗴𝗵 for enterprise-grade #AI.

To build 𝗿𝗲𝗹𝗶𝗮𝗯𝗹𝗲, 𝘀𝗰𝗮𝗹𝗮𝗯𝗹𝗲, and 𝗺𝗮𝗶𝗻𝘁𝗮𝗶𝗻𝗮𝗯𝗹𝗲 systems, you need components that 𝘁𝗵𝗶𝗻𝗸 𝗯𝗲𝘆𝗼𝗻𝗱 𝗔𝗣𝗜 𝗰𝗮𝗹𝗹𝘀.

See how Akka turns complex AI workflows into reusable building blocks: akka.io/blog/akka-ag...
#AkkaAgents #AgenticAI #Technology #Agents

𝗕𝘂𝗶𝗹𝗱, 𝘁𝗲𝘀𝘁, 𝗮𝗻𝗱 𝗿𝘂𝗻 𝗮𝗴𝗲𝗻𝘁𝗶𝗰 𝘀𝘆𝘀𝘁𝗲𝗺𝘀 𝗶𝗻 𝗺𝗶𝗻𝘂𝘁𝗲𝘀 𝘂𝘀𝗶𝗻𝗴 𝘁𝗵𝗲 𝗔𝗸𝗸𝗮 𝗖𝗟𝗜 𝗰𝗼𝗱𝗲 𝗶𝗻𝗶𝘁 𝗳𝗲𝗮𝘁𝘂𝗿𝗲.

See how fast you can run a fully functional Akka project in this 1-min demo.

#Agents #AgenticAI #AI #Developer #AIapplications

Webinar: Creating Certainty in the Age of Agentic AI Learn how to build, run, and evaluate with certainty, scale and resilience.

🚨 Last chance to register! 𝗖𝗿𝗲𝗮𝘁𝗶𝗻𝗴 𝗖𝗲𝗿𝘁𝗮𝗶𝗻𝘁𝘆 𝗶𝗻 𝘁𝗵𝗲 𝗔𝗴𝗲 𝗼𝗳 𝗔𝗴𝗲𝗻𝘁𝗶𝗰 𝗔𝗜. The agentic era is here, and with it comes new uncertainty from #AI—the enemy of any SLA!

Join us tomorrow: content.akka.io/webinar-crea...

#AgenticAI #Agents #DistributedComputing #Technology

Akka Orchestration: Guide, moderate, and control agents Agent orchestration is a foundational capability for building intelligent, resilient, and scalable agentic AI systems.

What if your #AI agents could 𝗰𝗼𝗹𝗹𝗮𝗯𝗼𝗿𝗮𝘁𝗲, 𝗮𝗱𝗮𝗽𝘁, & 𝗸𝗲𝗲𝗽 𝗿𝘂𝗻𝗻𝗶𝗻𝗴—no matter what?

With 𝗔𝗸𝗸𝗮 𝗢𝗿𝗰𝗵𝗲𝘀𝘁𝗿𝗮𝘁𝗶𝗼𝗻, you can: 𝗼𝗿𝗴𝗮𝗻𝗶𝘇𝗲 multi-agent systems, 𝗿𝗲𝗰𝗼𝘃𝗲𝗿 𝗶𝗻𝘀𝘁𝗮𝗻𝘁𝗹𝘆 from failures, 𝗲𝘃𝗼𝗹𝘃𝗲 workflows safely.

Read more👇
akka.io/blog/akka-or...

#AgenticAI #Technology #AgentOrchestration

Demo: Build and deploy a multi-agent system with Akka In this demo, we build, run and evaluate an agentic system with Akka and Claude Code. It contains agents, memory, endpoints, orchestration, and streaming.

Build and deploy a 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗺𝘂𝗹𝘁𝗶-𝗮𝗴𝗲𝗻𝘁 𝘀𝘆𝘀𝘁𝗲𝗺 𝗶𝗻 𝗺𝗶𝗻𝘂𝘁𝗲𝘀.

This demo shows how to:
✅ Create an #agent with intrinsic memory
✅ Implement an HTTP endpoint
✅ Deploy to a 3-node cluster
✅ Use Claude Code to accelerate development

See 𝗔𝗸𝗸𝗮 𝘀𝗶𝗺𝗽𝗹ify 𝗮𝗴𝗲𝗻𝘁𝗶𝗰 #𝗔𝗜 𝘀𝘆𝘀𝘁𝗲𝗺𝘀: akka.io/blog/demo-bu...

Introducing Akka’s new Agent component A part of Akka Agents, the Akka SDK introduces an Agent component for creating goal-directed agents that have their own memory and interoperate with other agents, tools, and semantic stores.

𝗖𝗿𝗲𝗮𝘁𝗲 𝗴𝗼𝗮𝗹-𝗱𝗶𝗿𝗲𝗰𝘁𝗲𝗱 𝗮𝗴𝗲𝗻𝘁𝘀 with their own memory that seamlessly interoperate with other #agents, tools, and semantic stores.

𝗔𝗸𝗸𝗮 𝗮𝗴𝗲𝗻𝘁 𝗰𝗼𝗺𝗽𝗼𝗻𝗲𝗻𝘁 lets you make it easy to define behavior, use durable session memory, & build multi-agent systems.

akka.io/blog/introdu...
#AkkaAgents #AgenticAI #AI

Announcing the Akka Agentic Platform Introducing Akka Orchestration, Akka Agents, Akka Memory, and Akka Streaming; integrated offerings that deliver 3x the velocity, 1/3rd the compute and any SLA for every agentic system.

Experience the next breakthrough in #agenticAI: 𝗔𝗸𝗸𝗮 𝗔𝗴𝗲𝗻𝘁𝗶𝗰 𝗣𝗹𝗮𝘁𝗳𝗼𝗿𝗺 🚀

The comprehensive solution to 𝗯𝘂𝗶𝗹𝗱, 𝗿𝘂𝗻, and 𝗲𝘃𝗮𝗹𝘂𝗮𝘁𝗲 any 𝗮𝗴𝗲𝗻𝘁𝗶𝗰 𝘀𝘆𝘀𝘁𝗲𝗺 𝘄𝗶𝘁𝗵 𝗔𝗡𝗬 𝗦𝗟𝗔: #Akka Orchestration, Agents, Memory, and Streaming.

akka.io/blog/announc...
#AI #Developers #Agents #AgenticPlatform #SoftwareArchitect

Join us on @discord.com! Want to connect with other Akkatects, share ideas, or ask questions of the Akka team?

Jump into our new Discord channel.

Ask questions, share ideas, or just see what the community is working on.

👉Join us: discord.com/invite/BmXjz...
#Discord #Developer #SoftwareArchitect

Webinar: Creating Certainty in the Age of Agentic AI Learn how to build, run, and evaluate with certainty, scale and resilience.

𝗨𝗻𝗰𝗲𝗿𝘁𝗮𝗶𝗻𝘁𝘆 𝘄𝗶𝘁𝗵 𝗔𝗜 𝗸𝗲𝗲𝗽𝗶𝗻𝗴 𝘆𝗼𝘂 𝘂𝗽 𝗮𝘁 𝗻𝗶𝗴𝗵𝘁?

The #agenticAI era brings big potential & new challenges.

Learn to conquer unpredictable outputs, goal ambiguity, and soaring costs with enterprise agentic #AI in our upcoming webinar.

content.akka.io/webinar-arch...

#Agents #Technology #Java

Klubraum leverages Akka to build a distributed B2C app for organizing events that serves hundreds of thousands of users Klubraum built a scalable B2C event app with Akka—serving 200K+ users, 10K+ groups, and 99.9999% uptime—on a small, high-performing dev team.

𝗛𝗼𝘄 𝗱𝗶𝗱 𝗮 𝘀𝗺𝗮𝗹𝗹 𝗱𝗲𝘃 𝘁𝗲𝗮𝗺 𝗯𝘂𝗶𝗹𝗱 𝗮𝗻 𝗮𝗽𝗽 𝗳𝗼𝗿 𝟮𝟬𝟬𝗞+ 𝘂𝘀𝗲𝗿𝘀?

Akka gave Klubraum the power to deliver a 𝗿𝗲𝘀𝗽𝗼𝗻𝘀𝗶𝘃𝗲, 𝘀𝗰𝗮𝗹𝗮𝗯𝗹𝗲 application for organizing group, team, and club events.

👇 See how they achieved enterprise-class results
akka.io/customer-sto...
#Developer #Startups #AppDevelopment #CloudNative

A code listing showing an example MCP server with a tool definition

Looking to hop on the #AI bandwagon and make some quick cash by writing an #MCP server with almost no code? Check out how easy and fun it is to make one with @akka.io !

𝗪𝗵𝗮𝘁 𝗶𝘀 𝗮𝗻 𝗔𝗴𝗲𝗻𝘁𝗶𝗰 𝗘𝗻𝗿𝗶𝗰𝗵𝗺𝗲𝗻𝘁 𝗟𝗼𝗼𝗽? A feedback cycle where a system uses its actions + experience to improve—connecting
#𝗮𝗴𝗲𝗻𝘁𝘀, 𝘁𝗼𝗼𝗹𝘀, 𝗺𝗲𝗺𝗼𝗿𝘆 & 𝗿𝗲𝗮𝘀𝗼𝗻𝗶𝗻𝗴 in a tight loop.

More scale. Less manual work. Smarter over time.

#AgenticAI #Developer #LLMs

Akka Hub - Agentic AI Samples Production ready agents built with Akka.

Need a head start on building #agenticAI? 𝗪𝗲’𝘃𝗲 𝗴𝗼𝘁 𝘁𝗵𝗲 𝗰𝗼𝗱𝗲.

Explore a growing library of 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 #𝗮𝗴𝗲𝗻𝘁𝘀 𝗯𝘂𝗶𝗹𝘁 𝘄𝗶𝘁𝗵 𝗔𝗸𝗸𝗮.

𝗧𝗵𝗲 𝗹𝗮𝘁𝗲𝘀𝘁 𝗱𝗿𝗼𝗽: a ReAct-based Order Reconciliation Agent for streamlining high-volume data cleanup.

Explore the full library⬇️ akka.io/hub/agentic-... #AI #AIAgents

The backbone of agentic AI, distributed systems, and OSS sustainability Jonas Bonér talks Akka’s evolution, open-source challenges, BSL licensing, and how Akka powers scalable, agentic AI systems.

Some people refer to Jonas as a '𝗹𝗲𝗴𝗲𝗻𝗱'...

In this @rockthejvm.com episode, Jonas Bońer discusses the future of open-source sustainability and how the actor model powers #agenticAI systems.

Watch the full discussion: akka.io/blog/the-bac...

#AgenticAI #AI #DistributedSystems #Developer

𝗜𝗻𝘁𝗿𝗼 𝘁𝗼 𝘁𝗵𝗲 𝗔𝗸𝗸𝗮 𝗦𝗗𝗞 is now live! This 𝗳𝗿𝗲𝗲 course walks you through the core concepts and components of the Akka SDK with short, practical lessons and built-in coding exercises. 𝗡𝗼 𝘀𝗲𝘁𝘂𝗽 𝗿𝗲𝗾𝘂𝗶𝗿𝗲𝗱.

𝗚𝗲𝘁 𝘀𝘁𝗮𝗿𝘁𝗲𝗱 ➔ akkademy.akka.io/learn/course...
#distributedcomputing #java #engineering #developer

Demystifying AI, LLMs, and RAG Developer advocate and author, Kevin Hoffman, breaks down vectors, embeddings, prompts, RAG, and agentic AI.

𝗔𝗜 𝘁𝗲𝗿𝗺𝗶𝗻𝗼𝗹𝗼𝗴𝘆 𝗰𝗮𝗻 𝗯𝗲 𝗼𝘃𝗲𝗿𝘄𝗵𝗲𝗹𝗺𝗶𝗻𝗴. If terms like “𝘃𝗲𝗰𝘁𝗼𝗿𝘀,” “𝗲𝗺𝗯𝗲𝗱𝗱𝗶𝗻𝗴𝘀,” and “𝗥𝗔𝗚” stop you in your tracks, you’re not alone.

Kevin's video breaks down the real building blocks of #agenticAI.

akka.io/blog/demysti...

#LLMs #Developer #distributedcomputing #AI

Use cases for agentic AI Akka CEO, Tyler Jewell, shares insights into four use cases for agentic systems, the outcomes after years in production, and what it takes to make them a reality.

You see the 𝗮𝗴𝗲𝗻𝘁𝗶𝗰 𝗔𝗜 𝗱𝗲𝗺𝗼𝘀. But what does it take to 𝗺𝗮𝗸𝗲 𝘁𝗵𝗲𝗺 𝗮 𝗿𝗲𝗮𝗹𝗶𝘁𝘆?

Tyler Jewell shares insights into four 𝗿𝗲𝗮𝗹-𝘄𝗼𝗿𝗹𝗱 𝘂𝘀𝗲 𝗰𝗮𝘀𝗲𝘀 for agentic systems and 𝘁𝗵𝗲𝗶𝗿 𝗼𝘂𝘁𝗰𝗼𝗺𝗲𝘀 after years in production.

Watch the recording: akka.io/blog/use-cas...

#AgenticAI #AI #Agents #EnterpriseAI #Technology

Cell-based architectures and Akka, a perfect match Explore how Akka’s Actor Model and Event Sourcing enable resilient, elastic, AI-ready cell-based architectures built for velocity and scale.

LLM's are 𝗻𝗼𝗻-𝗱𝗲𝘁𝗲𝗿𝗺𝗶𝗻𝗶𝘀𝘁𝗶𝗰 and bring 𝗻𝗲𝘄 𝗰𝗵𝗮𝗹𝗹𝗲𝗻𝗴𝗲𝘀. Is your architecture ready?

𝗖𝗲𝗹𝗹-𝗯𝗮𝘀𝗲𝗱 𝗮𝗿𝗰𝗵𝗶𝘁𝗲𝗰𝘁𝘂𝗿𝗲𝘀 𝗮𝗿𝗲 𝗼𝗻 𝘁𝗵𝗲 𝗿𝗶𝘀𝗲 and are crucial for the 𝗲𝗹𝗮𝘀𝘁𝗶𝗰𝗶𝘁𝘆, 𝗮𝗴𝗶𝗹𝗶𝘁𝘆, and 𝗿𝗲𝘀𝗶𝗹𝗶𝗲𝗻𝗰𝗲 that AI-centric and #agenticAI systems demand.

Learn more in Duncan's new blog.

akka.io/blog/cell-ba...
#AI #Agent

Building a real-time video AI service with Google Gemini Learn how we built an agentic AI service for real-time video with Google Gemini, overcame API challenges with Akka, and scaled to 1000s of TPS in Google VPC.

𝗣𝗿𝗼𝗯𝗹𝗲𝗺: Deliver an #agenticAI service to ingest and augment real-time video, and scale to 1000s of TPS with #GoogleGemini.

𝗔𝗻𝘀𝘄𝗲𝗿: #Akka

In a recent customer project, we:
→ Overcame Google API limitations
→ Built our own reactive client
→ Deployed in 2 days

akka.io/blog/buildin...

#Java #AI

Gartner® Research: Innovation Insight for the AI Agent Platform Landscape New research from Gartner helps technical leaders navigate a fragmented platform market, compare tooling options, and identify high-value use cases that deliver real impact.

#AIAgents are reshaping how systems 𝗮𝘂𝘁𝗼𝗺𝗮𝘁𝗲, augment, and scale enterprises. Gartner®'s new research on #AI agent platforms helps tech leaders navigate this space and make decisions.

📘 Download the report: content.akka.io/research/inn...

#AgenticAI #GartnerResearch #DistributedComputing

DevOps - The Web's Largest Collection of DevOps Content DevOps.com has the largest collection of original content related to DevOps on the web and one of the top result for DevOps-related search terms.

Most teams focus on 𝗗𝗮𝘆 𝟭 of #𝗮𝗴𝗲𝗻𝘁𝗶𝗰𝗔𝗜. What about 𝗗𝗮𝘆 𝟮?

Kevin Hoffman explores what it really takes to 𝗼𝗽𝗲𝗿𝗮𝘁𝗲 and 𝘀𝗰𝗮𝗹𝗲 #𝗮𝗴𝗲𝗻𝘁𝗶𝗰𝘀𝘆𝘀𝘁𝗲𝗺𝘀 𝗶𝗻 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻 and why traditional assumptions around software design no longer apply.

@devops.com.web.brid.gy devops.com/managing-day...

#AI #AIArchitecture