📢 From the Colony | Issue #68: Year-End AI & Cloud Highlights Real-world AI lessons from AWS re:Invent, frontend and serverless builds in practice, AntStack TV conversations, and key AWS updates shaping how teams build next year. 👉 Subscribe: antstack.com/subscribe

Do you still need Step Functions? Or did AWS quietly change the rules at #AWSreInvent? Chinmayee N Holla walks through a serverless workflow that suddenly feels… simpler. Watch now 👉 antt.me/AayaKsY0 #AWS #Serverless #Lambda #CloudArchitecture #AntStackTV

Watch GOTO Serverless Panel featuring N. Coult, R. Kohler, D. Anderson, J. Agarwal, A. Laxmi & J. Dongre discussing serverless adoption, architecture choices, and operational realities.

Containers fixed deployments - but moving monoliths to Kubernetes keeps old problems. Watch Jeevan Dongre to learn how to tackle hidden debt, modernize with serverless, and boost ROI with AI.

Merry Christmas 🎄 Modernization on. Worry off. Holiday mode: ON. #Christmas #MerryChristmas #HolidayMode #Modernization #Serverless

This is how dev work actually happens today. Most teams still work the old way. That’s the problem. Rahul Sawant breaks it down 👇 Full story: antt.me/RvW8pv_8 #DevWork #ModernEngineering #DeveloperExperience

Modernization needs all three: 🔵 Resilient architecture 🔵 Modern tech 🔵 Better dev practices Miss one, it’s still legacy. More soon 👉 antt.me/ZIdLf7WX #ApplicationModernization #CloudNative #Serverless #ModernArchitecture #ScalableSystems

Build vs Buy Cost and speed aren’t the real decision.“Choose what won’t become a constraint tomorrow.” - Jeevan Dongre Turn decisions into advantage 👉 antt.me/ZIdLf7WX #BuildVsBuy #TechLeadership

Shipping shouldn’t be this hard. Legacy stacks slow you down and raise risk. Modern stacks ship faster + safer. Modernize → antt.me/ZIdLf7WX #TechDebt #CloudMigration #DigitalTransformation #ApplicationModernization

Dev work is starting to look very different. Mohammed Khan & Rahul Sawant talk about how AI tools like CodeRabbit review and fix code before a PR even exists, right from the terminal. Watch the reel 👉 antt.me/RvW8pv_8 #DeveloperExperience #AIinDev

Pipelines are breaking under complexity, and teams are paying the price. Sourav Mondal explains how Databricks Lakeflow simplifies orchestration and scales pipelines with discipline and automation. Read → antt.me/MG1fwwMk #DataEngineering #Databricks

📺 New on AntStack TV Projects don’t fail because of tech. They fail due to poor communication, rushed timelines, and unclear expectations. Real lessons from Mithra Chandran 👉 antt.me/GnIswBSO #ProjectManagement #ExecutionMatters

@vishwas.tech explains why context loss breaks daily AI workflows & what finally fixed it in GENAI systems. Watch the reel 👇 𝗙𝘂𝗹𝗹 𝘀𝘁𝗼𝗿𝘆 → antt.me/6c87Io8V 𝗦𝘂𝗯𝘀𝗰𝗿𝗶𝗯𝗲 → antt.me/-PCkoRRa #GENAI #AIWorkflows #ContextEngineering

Doubts. Skepticism. “This will never go to production.” Robbie Kohler on turning hesitation into momentum with small wins and internal champions. 🎧 antt.me/BXdbJK4l #Serverless #CloudNative #PlatformEngineering

Modernization isn’t just IT. It drives better CX, faster decisions, and resilience. Agentic coding tools are accelerating core modernization. AntStack helps every move compound speed & scale 👉 antt.me/ZIdLf7WX #GENAI #AgenticAI #Serverless #AntStack

Mohammed Khan explains why unclear processes break AI outcomes & why human-in-the-loop matters in GENAI workflows. Watch the reel 👇 𝗙𝘂𝗹𝗹 𝘀𝘁𝗼𝗿𝘆 → antt.me/RvW8pv_8 𝗦𝘂𝗯𝘀𝗰𝗿𝗶𝗯𝗲 → antt.me/-PCkoRRa #GENAI #AIWorkflows #HumanInTheLoop

AI in UX brings power, but ethics must keep pace. Spoorti Radder explores how responsible AI-driven UX balances privacy, bias, transparency, and trust. Read the blog → antt.me/DeqVnNOB #AIinUX #EthicalAI #UXDesign #ResponsibleDesign

Eric Johnson coined Phlambda, the “fat Lambda” that tried to do everything because splitting it felt like DevOps paperwork. It starts with good intent. Then scope creeps in. Suddenly, it’s a monolith in serverless clothing. Origin 👉 antt.me/BXdbJK4l #Serverless #AWSLambda

AI usage redefined. Akshatha Laxmi explains why vague prompts lead to AI hallucinations & why human-in-the-loop matters in GenAI workflows. Watch the reel 👇 𝗙𝘂𝗹𝗹 𝘀𝘁𝗼𝗿𝘆 → antt.me/6c87Io8V 𝗦𝘂𝗯𝘀𝗰𝗿𝗶𝗯𝗲 → antt.me/-PCkoRRa #GenAI #AIProductivity

Setting up VPCs used to feel like half your sprint. Then Lambda arrived, and everything changed. No more infrastructure battles, just shipping ideas. With SAM and CDK, agility is now the norm. Explore serverless-driven #modernization antt.me/vB1mp7_7 #Serverless #AWS

Monolithic systems = rewiring for every change. Microservices = Independent teams & scalable systems. Want to learn more 👉 antt.me/e83L_0BP #AppModernization #TechInnovation

Dev efficiency redefined. @prashanth.net shows how GenAI cut timelines from 3 months to 1.5. Watch the reel 👇 𝗙𝘂𝗹𝗹 𝘀𝘁𝗼𝗿𝘆 → antt.me/BXdbJK4l 𝗦𝘂𝗯𝘀𝗰𝗿𝗶𝗯𝗲 → antt.me/-PCkoRRa #AI #TechInnovation #Productivity #Serverless #AntStack

Proud moment for us at AntStack. 💙 AWS has published Sandeep Kumar P’s first re:Invent talk, a candid look at scaling AI. Watch here 👉 antt.me/81qG8pzb #AWSreInvent #AntStack #AIML #Serverless #TechTalk

The monoliths vs microservices debate misses the real story, Serverless has redefined architecture. As Eric Johnson notes, we’ve moved from scattered Lambdas to adaptive, intelligent systems. 👉 antt.me/BXdbJK4l #Serverless #AWSLambda

Remember buffering? Modern video pipelines don’t make you wait anymore. Real-time ingestion, event-driven flows, smart trimming, parallel processing, faster delivery, better experiences. 👉 antt.me/2RZ2gRO_ #VideoTech #StreamingInfrastructure #APIFirst #Modernization

📺 New on AntStack TV We let #AWSTransform rebuild a legacy Sapper app, and it didn’t just analyze. It rewrote routes, rebuilt components, migrated blogs, and fixed builds on its own. Watch @vishwas.tech break it down: antt.me/O2GqiOVm #SvelteKit #reinvent2025

𝗠𝗼𝘀𝘁 𝗦𝗠𝗘𝘀 𝗿𝗲𝗮𝗹𝗶𝘇𝗲 𝘁𝗵𝗲𝗶𝗿 𝘀𝘁𝗮𝗰𝗸 𝗶𝘀 𝗳𝗿𝗮𝗴𝗶𝗹𝗲 𝗼𝗻𝗹𝘆 𝘄𝗵𝗲𝗻 𝗮 𝗰𝗼𝗿𝗲 𝗽𝗹𝗮𝘁𝗳𝗼𝗿𝗺 𝘀𝘁𝗮𝗹𝗹𝘀. Our approach? 𝗗𝗲𝗰𝗼𝘂𝗽𝗹𝗶𝗻𝗴. AI-driven architecture that keeps the business running. 𝗕𝘂𝗶𝗹𝗱 𝘄𝗶𝘁𝗵 𝘂𝘀. 👉 antt.me/ZIdLf7WX #Modernization #Serverless #GENAI #CloudArchitecture #DigitalTransformation

Stop shipping graphs that only look good! Learn how Deeksha built an interactive React + D3 Canvas graph with dragging, zooming, highlighting, collision handling, and pixel-perfect rendering. Your data deserves to feel alive: antt.me/yp_Rscor #DataVisualization #ReactJS

Day 3 at 𝗔𝗪𝗦 𝗿𝗲:𝗜𝗻𝘃𝗲𝗻𝘁 → AI infra gets sharper. 🔵 Graviton5 🔵 AgentCore upgrades 🔵 SageMaker AI customization 🔵 Elastic training (HyperPod) 🔵 AI Factories 𝗙𝘂𝗹𝗹 𝘀𝘂𝗺𝗺𝗮𝗿𝘆: antt.me/ijIh-MKE #AWS #reInvent2025 #GENAI

𝗧𝗲𝗻 𝘆𝗲𝗮𝗿𝘀 𝗮𝗴𝗼, “𝘀𝗲𝗿𝘃𝗲𝗿𝗹𝗲𝘀𝘀” 𝘄𝗮𝘀 𝗮 𝗿𝗶𝘀𝗸 𝗻𝗼𝘁 𝗮 𝘁𝗿𝗲𝗻𝗱. A few believed in it. JD was one of them. In this #AntStackTV episode, he shares what it took to push #serverless inside a large enterprise. 👉 antt.me/BXdbJK4l #AWS #AI

📺 New on AntStack TV! AI didn’t just help, it built our frontend workflow. Rahul Sawant & Mohammed Khan show how Cursor, MCP, CodeRabbit, Figma MCP & Playwright MCP shipped components and reviewed PRs like teammates. Watch now: antt.me/RvW8pv_8 #AIforDevelopers #BuildWithAI

Day 2 at 𝗔𝗪𝗦 𝗿𝗲:𝗜𝗻𝘃𝗲𝗻𝘁 → GENAI gets more customizable + infra-ready. 🔵 Nova 2 Models 🔵 Nova Forge 🔵 Trainium3 UltraServer 🔵 Agentic AI workflows 🔵 S3 Vectors (GA) 𝗙𝘂𝗹𝗹 𝘀𝘂𝗺𝗺𝗮𝗿𝘆: antt.me/ijIh-MKE #AWS #reInvent2025 #GENAI

𝗗𝗲𝘃 𝘄𝗼𝗿𝗸 𝗶𝘀 𝘀𝗵𝗶𝗳𝘁𝗶𝗻𝗴. @vishwas.tech talks about a quiet change AI is bringing to how engineers ship and debug. Full story → antt.me/6c87Io8V Subscribe → antt.me/-PCkoRRa #AI #GenAI #AITools #AIEngineering #Serverless #AntStack

Teams often push back when new AI tools show up. In our latest episode, @prashanth.net shares how he navigates that resistance and helps teams adopt AI smoothly. Watch: antt.me/BXdbJK4l #GENAI #Leadership

Day 1 at 𝗔𝗪𝗦 𝗿𝗲:𝗜𝗻𝘃𝗲𝗻𝘁 → Modernization is now AI-powered + agent-driven. 🔵 Transform AI 🔵 Bedrock Agent Core 🔵 Frontier Agents + Kiro 🔵 Agentic AI direction 🔵 AI-ready infra 𝗙𝘂𝗹𝗹 𝘀𝘂𝗺𝗺𝗮𝗿𝘆: antt.me/ijIh-MKE #AWS #reInvent2025 #GENAI

𝗔𝗜 isn’t replacing developers, it’s redefining them. Eric breaks down why the future is about architecting intelligent systems, not writing perfect code. Full episode: antt.me/BXdbJK4l #AI #GenAI #AIEngineering #TechLeadership #SoftwareArchitecture #AntStack

𝗔𝗜 isn’t replacing devs, but it is changing the work we actually spend time on. In this clip, Pavan Gautham shares a shift every developer quietly feels. 𝗙𝘂𝗹𝗹 𝘀𝘁𝗼𝗿𝘆 → antt.me/EoTQuPzZ 𝗦𝘂𝗯𝘀𝗰𝗿𝗶𝗯𝗲 → antt.me/-PCkoRRa Watch the reel 👇 #AI #GenAI #AIEngineering #DeveloperLife #TechLeadership

Legacy integrations slow you down. Modernization fixes that: • API gateways = clean control • Real-time events > batch delays • Structured validation = reliable partners Scale faster 👉 antt.me/ZIdLf7WX #IntegrationModernization #APIGateway #Modernization

𝗖𝗼𝘀𝘁-𝗰𝘂𝘁𝘁𝗶𝗻𝗴 𝗱𝗼𝗲𝘀𝗻’𝘁 𝗳𝗶𝘅 𝗰𝗹𝗼𝘂𝗱 𝗶𝗻𝗲𝗳𝗳𝗶𝗰𝗶𝗲𝗻𝗰𝘆. 𝗠𝗼𝗱𝗲𝗿𝗻𝗶𝘇𝗮𝘁𝗶𝗼𝗻 𝗱𝗼𝗲𝘀, with better performance and predictable spend. 𝗥𝗶𝗴𝗵𝘁-𝘀𝗶𝘇𝗶𝗻𝗴. 𝗥𝗲𝗳𝗮𝗰𝘁𝗼𝗿𝗶𝗻𝗴. 𝗙𝗶𝗻𝗢𝗽𝘀. Read → antt.me/SWp9pkAD #Modernization

If your engineers are fixing more than building, modernization is urgent. Assess readiness first, not doing so adds tech debt. Talk to us → antt.me/ZIdLf7WX #Modernization #DigitalTransformation #TechLeadership #EngineeringExcellence #CloudStrategy #TechnicalDebt

𝗧𝗵𝗲 𝘄𝗮𝘆 𝗱𝗲𝘃 𝘄𝗼𝗿𝗸 𝗶𝘀 𝗰𝗵𝗮𝗻𝗴𝗶𝗻𝗴 𝗳𝗮𝘀𝘁𝗲𝗿 𝘁𝗵𝗮𝗻 𝘄𝗲 𝗿𝗲𝗮𝗹𝗶𝘀𝗲. Watch the reel to hear Akshatha Laxmi break down the shift every developer is starting to feel. Full story → antt.me/6c87Io8V Subscribe → antt.me/-PCkoRRa #GenAI

Modernization looks different for every org, but the journey usually follows a pattern. Knowing the phases helps you focus effort, reduce risk, and build momentum. Here’s how it unfolds → #Modernization #DigitalTransformation #TechLeadership #CloudStrategy #OperatingModel

📺 New on AntStack TV! Figma Make turned a clean design library + Supabase schema into a working app in minutes. Sangeet Senan shows how HabitStack was built, design → code → deploy, instantly. Watch now: antt.me/HLOJu8cN #FigmaMake #Supabase #AIforDesigners

“Modernized” isn’t a yes/no. Every stage reveals gaps in culture, ops, and decision velocity. Many upgrade tools but stay stuck in mindset. A modernization model shows how ready you are to adapt. Where’s your org today? 👉 antt.me/ZIdLf7WX #Modernization

📢 From the Colony | Issue #67: Culture, AI & Cloud Insights Team moments from Chikkamagaluru, AI-powered app modernization, OpenSearch security, and new AWS updates across EKS MCP, ECS Express Mode, SageMaker Studio & EVS. 👉 Subscribe: antstack.com/subscribe #TechNewsletter

Legacy integrations slow teams down. Modernization fixes it: 🔵 API gateways 🔵 Real-time events 🔵 Structured validation Scale faster. Break fewer things. 𝗚𝗲𝘁 𝗶𝗻 𝘁𝗼𝘂𝗰𝗵: antt.me/ZIdLf7WX #IntegrationModernization #EventDrivenArchitecture

The truth about getting started with AI is clearer than you think. Watch the reel to hear her break down the one mistake most teams make. Full story → antt.me/EoTQuPzZ Subscribe → antt.me/-PCkoRRa #AI #GenAI #AIEngineering #AITools #TechLeadership #Serverless

Stop overpaying for idle compute! Learn to build & deploy Serverless Machine Learning with AWS Lambda & the Serverless Framework. Scalable, cost-effective AI is here: antt.me/kqX7UWol #ServerlessML #AWS #MachineLearning

𝗥𝗶𝗽 & 𝗿𝗲𝗽𝗹𝗮𝗰𝗲 𝗺𝗼𝗱𝗲𝗿𝗻𝗶𝘇𝗮𝘁𝗶𝗼𝗻? 𝗡𝗼 𝗻𝗲𝗲𝗱. 😅 Strangler Fig + Serverless + GENAI = safer, gradual modernization without disruption. Read → antt.me/cM27nWVS #Modernization #Serverless #GENAI #AI #Engineering #StranglerFig #TechBlog

Rushed modernization creates rework. Validated modernization creates scale. The difference lies in your implementation approach. Modernize smarter with AntStack 👉https://antt.me/vB1mp7_7 #Modernization #CloudArchitecture #Serverless #DigitalTransformation #AntStack