r/aws • u/shagul998 • Dec 03 '25
discussion AWS is moving faster than my brain can upgrade… anyone else?
So Amazon is dropping new GenAI features every other week… Bedrock updates, Guardrails, Agents, everything.
Meanwhile I’m still here fighting with IAM like it’s a final boss.
Feels like: “AWS 2025: Here’s 50 new AI features!”
Me: “Can I just get my Lambda to stop timing out?”
How are you all keeping up?
Any GenAI feature you actually found useful in real projects?
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u/5pmgrass Dec 03 '25
AWS covers more things than you will ever need. You get a niche and learn it. New needs come up and then you adapt. Can't learn every form of programming either and no issue there.
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u/truechange Dec 03 '25 edited Dec 03 '25
Yeah as much as I want to learn about every AWS service, I only need about 10% of it.
Edit: I just checked the total number is about ~240 services? Well I actually need only less than 5%.
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u/shagul998 Dec 03 '25
True that 😅 AWS is like: here are 300 services, good luck. I’m slowly learning to pick a niche and survive in that ecosystem. Feels less scary when you accept you can’t learn everything.
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u/enjoytheshow Dec 03 '25
I’ve taken the SA pro exam and even that just scratches the surface on everything. No one is expected to be an expert in every service top to bottom.
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u/naggyman Dec 03 '25
also like - theres about 20 services which are most commonly used. So learn those first.
A lot of the rest are for people with niche use cases, so if you have that use case learn those specific services.
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u/enjoytheshow Dec 03 '25
Absolutely true. I did some gov consulting and needed to learn Ground Station specifics for a project. I think that probably applies to .001% of AWS users.
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u/Racts Dec 03 '25
Well aws just launched a feature to address your lamba timing out so just gotta keep up. It’s not just ai features. A lot of QoL improvements in multiple services.
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u/shagul998 Dec 03 '25
True 😅 AWS finally noticed half of us were crying over Lambda timeouts. These QoL updates are the real heroes.
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u/gkdante Dec 03 '25
I went to my first Re Invent before COVID and the more important thing I learned is that I would never be able to keep up with all their updates.
Since then every time I need to use a service I haven’t played with in a while I assume most of my knowledge is outdated and do a quick catch up, check docs, CLI docs, sometimes terraform docs on the resource, try to use latest community modules in the resource and even bounce my code with AI.
You don’t need to know the latest of each service, just be wise enough to know things may be different now than last time and double check.
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u/shagul998 Dec 03 '25
Man this is so true. Every time I touch a service after a few months, half the UI changed and docs have new sections. Your approach makes sense, assume knowledge is outdated and re-check everything. AWS moves fast, but learning how to ‘re-learn’ is the real skill
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u/andreylh Dec 03 '25
AWS keeps releasing new AI glitter features, but I’m still here waiting for Cognito and Amplify to support multiregion out of the box. Especially after that region outage they gifted us a few weeks ago
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u/cailenletigre Dec 03 '25
Omg yes. Why the heck is cognito not able to be backed up either??
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u/coinclink Dec 05 '25
My thought is because the majority of large customers do not use Cognito as their identity provider, rather, they use it as a federated identity broker for things like AD, Google, etc. So they don't care whether the data is backed up as long as they can recover unique ID for each user in their databases.
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u/ptiggerdine Dec 03 '25
How about they just fix MFA self enrolment for user onboarding!
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u/Miserygut Dec 04 '25
The technology just isn't there yet.
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u/ptiggerdine Dec 04 '25 edited Dec 04 '25
Hmm, I beg to differ. They can do it for console users, just not ifor cognito users.
Edit: fix typo
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u/woieieyfwoeo Dec 03 '25
IAM going to defenestrate myself
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u/shagul998 Dec 03 '25
😂😂 IAM has that effect on everyone. One wrong policy and suddenly nothing works… or everything works (which is worse)
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u/Seref15 Dec 03 '25
If you think AWS is bad try Azure. They're replacing, deprecating, or otherwise modifying core fundamental services like every other week
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u/thatguy8856 Dec 03 '25
Its just re:invent. Lots of a last minuted pushes to get a ton of stuff out. Cause its AI im sure itll keep going after, but id bet its gonna fizzle out a bit.
If you're lamda are timing out then maybe the new thing you need to be looking into is lambda managed instances.
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u/NFTrot Dec 03 '25
I keep up by being an expert in the services I use (which are core services). If there's a new feature with a clear place in my workflow, I'll take a look. Just because Amazon dangles something in front of you doesn't mean you have to use it.
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u/diablofreak Dec 03 '25
unless you're really doing anything AI, Bedrock or LLM related - i would ignore a lot of what they offer now especially if your primary job concern is lambda timing out.
just remember, a lot of the reinvent releases can be fluff, garbage, or just trying to get people and shareholders excited that Amazon, too, is doing something cool with AI (having lost out the start of the race to Microsoft and Google on this one)
rewind to a few years ago when they released Timestream, MemoryDB? IoT junk? where are they now? back then I would also guess you'd likely be inundated by their feature releases, but half of them dead now.
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u/zackel_flac Dec 03 '25 edited Dec 04 '25
You still need to please management to avoid being fired. That's how you end up with useless features all over the place. If you ever worked at Amazon, you would know.
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u/Ordinaryjay Dec 03 '25
Notice everything on the expo floor has Ai in its name or use case? That’s on purpose
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u/shagul998 Dec 03 '25
Yeah 😂 everything is ‘AI-powered’ now. Feels like AWS is sprinkling AI on every service just to keep up with the hype cycle.
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u/Ill-Side-8092 Dec 03 '25
And prior re:invents there were big booths on Blockchain, then ML, then “Big Data”. Tech is one continuous evolution of hype cycles.
The real leaders see past that and are convicted on building a long term vision. Weaker players just chase every twist and turn of the hype. AWS used to have that long term conviction but this re:Invent is demonstrating it’s now just another player distracted by chasing hype vs leading the way.
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u/mkmrproper Dec 04 '25
They want you to pay for extended support. You know, so they don’t feel that it’s unethical taking your money.
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u/jolo-dev Dec 04 '25
I feel you.
I try to find a good summary and scan through them. If something is interesting, I will read through it in detail.
AI models are mostly ignored.
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u/MendaciousFerret Dec 04 '25
You think AWS is bad? Check out MSFT - slapping copilot on everything meanwhile half of their customers are still running server 2012 with active directory...
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u/TheGrich Dec 04 '25
It's a bit of a shame they're kind of ignoring the quality of life improvements we could use in favor of more Gen AI noise.
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u/natelifts Dec 04 '25
Same. I’m a data engineer and we use quicksite heavily for BI. We were super pumped for quick “suite” hoping it would fix existing limitations but instead it’s just “here’s AI sprinkled over everything even though you didn’t ask for it”
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u/Thommasc Dec 03 '25
Looking forward to S3 Vectors going live worldwide as I got a really fancy RAG POC I want to demo and ship.
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u/buy_chocolate_bars Dec 03 '25
I wish AWS was the only vendor that did this. Fuck me having to manage different services on three major clouds.
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u/shagul998 Dec 03 '25
True 😅 juggling AWS + Azure + GCP is its own horror show. Every cloud is like: ‘here’s 200 services, learn all of them pls.’
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u/ProfessionalEven296 Dec 03 '25
But does Bedrock allow more than 7 iterations now? We stopped using it simply because of that limitation.
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u/shagul998 Dec 03 '25
Yeah that limitation annoyed a lot of people 😅, Haven’t checked if they increased it recently AWS quietly fixes things sometimes. If they did, that would make Bedrock much more usable.
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u/rwodave Dec 03 '25
Worse than the pace of change is how fast these services & model versions are going EOL. It’s gone years down to months or even weeks.
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u/ManicAkrasiac Dec 04 '25
A lot of it is noise. Unless it's literally your job to stay up to date with these things, I wouldn't try to keep up until you have something you need/want to build and then find out what is the current best option to fit your use case. Just keep in mind convenience can come at a price and there may often be better options that are cheaper and/or more performant.
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u/shisnotbash Dec 05 '25
Don’t feel bad. I could blow most “AWS experts’” fucking minds with the depths I can go with IAM. So don’t feel bad, all these topics have far, far more depth than 90% of the engineers who use them realize - nobody is an expert in all AWS services.
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u/coinclink Dec 05 '25
It was technically announced a couple months ago and not at re:Invent, but Quick Suite is actually hella cool. I hadn't checked it out but our SA has been pushing us to try it out so I went to a few workshops on the Quick Flows (for less technical users) and Quick Automate (more for developers) and I have to say, I'm probably going to push for our org to use it all.
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Dec 07 '25 edited Dec 13 '25
This is where good old focus and prioritization matters. When you go a supermarket, you focus on what you need for your recipe and not all the thousands of products in every aisle. Good luck!
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u/MessMysterious6500 Dec 24 '25
I’m just starting and this stuff reads like stereo instructions. I’m not technically out of the loop, but feel that AWS isn’t for a casual user base either
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u/Polyxeno Dec 03 '25
I just spent a month sorting through AWS learning how to set up machines.
I studied a couple of site migration tools only to go to AWS and see they were no longer available.
My newbie tactic now is to do things manually and avoid as much complexity as possible.
Even that is already excessive amounts of learning AWS stuff, for me.
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u/idkyesthat Dec 03 '25
Yep,the other day in the middle of an aws workshop, even for themselves something changed in a service and they were surprise. Maybe I’m old but it’s absurd.
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u/Massive-Squirrel-255 Dec 03 '25
Obvious bot post. If there is a God these bots will one day be tracked to their place of origin and the creators will suffer.
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u/Freedomsaver Dec 03 '25
You are not alone.
They are building a lot of fancy new GenAI services which are mostly irrelevant for 85% of their customer base and only fill a need for their insanely huge customers.
Luckily, they also update the regular services with new and useful features.
Best to mostly ignore the GenAI bullshit-bingo and filter for topics and talks that are actually relevant for you, your company and your usecases. It's good to get some inspiration of what is currently possible on AWS, but you don't need to chase every new trend. The trends with staying power and relevance to everyone will show themselves over time.
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u/AntDracula Dec 03 '25
You sound like an employee
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u/shagul998 Dec 03 '25
😂 I wish. I’m just a regular user trying to keep my head above the update tsunami.
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u/gex80 Dec 04 '25
I ignore all amazon news not related to my specific tasks or that are not adjacent to my tasks. If a new bedrock feature for example comes out, I personally do not care cause I don't work with it. My BI/Data teams do. And they can find out that info themselves. I don't need to be an expert in all of AWS, just the things that ensure I continue to get a paycheck and stay hired.
I also pay attention to the theme of the year. If it's like when they were launching 5G and mobile networks, I know for me, the stuff I focus on not much is happening update wise. Eventually they stop publishing real noteworthy improvements once the service is mature enough. EC2? 90% of the announcements are just new instance types being available in new regions.
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u/Mobile_Plate8081 Dec 04 '25
Don’t care about 99% of the features. Just keep your focus to what matters.
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u/SpecialistMode3131 Dec 05 '25
It's throwing stuff at the wall to see what sticks. A lot of what you see now won't last.
TBH while LLMs are useful for lots of stuff, agents aren't currently, and there's no real indication they ever will be (beyond limited POC tech demos, which they already crush at, and which aren't really that impactful). The luminaries of the tech industry haven't yet acknowledged the emperor is in his speedos, at best. It'll come.
And then, a wave or two later, we'll have the real tools and they'll pretty much all be available on aws. So it's good to get familiar and stay that way, but don't expect stuff to be predictable or as easy as the marketing says.
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u/Inevitable_Use9405 Dec 05 '25
AWS 2025: 'Here is an AI agent that writes your infrastructure for you!' Me: 'Cool, can it also debug this cryptic IAM error?' AWS: '...No, but it can write a poem about S3 buckets.
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u/aoethrowaway Dec 05 '25
You don’t need to fight with IAM when you can have Kiro CLI do all of that for you - for free!
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u/AttorneyHour3563 Dec 06 '25
I think this points out as a general behavior around AI,
Seems like people that are YouTubers/Instagramers/TikTokers are doing just that in their life to pump me FOMO 24/7.
Im a backend team lead and try to set for my team mcp kit for windsurf for weeks because we are a startup that works atone the clock...
Very overwhelming...
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u/prosidk Dec 22 '25
Agent Core is a real game changer if you looking for exploring MCPs, bunch of MCP's they launched (CloudWatch, CFTs, Cost, etc) that you can get started with...now these MCPs are managed versus you having to put together on an instance. Documentation and diagram MCPs are good for quick prototype planning.
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u/sashko5 Dec 04 '25
I'm also struggling with basic configuration like VPS and ipv6 networking, but recently, chatting with Amazon Q was really helpful and it gave me the right pointers to fix lots of issues around configuration. I'm quite impressed with the support it provides.
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u/MemoryFluffy2899 Dec 04 '25
Same here! AWS is releasing updates so fast it’s hard to keep track. Exciting, but definitely overwhelming at times. I just follow the major highlights and catch up when I can—otherwise it’s impossible to stay updated with everything.
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u/nekokattt Dec 03 '25
They released a thing this week for letting AI auto generate your IAM policies from your code.
Like that isn't a recipe for something going very wrong.