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A couple of weeks in the past I offered to a small group of economic and know-how leaders from Brazilian agribusiness on the AWS workplace in São Paulo. My discuss ran by the place generative AI matches throughout the completely different phases of an agribusiness operation, and the purpose I stored returning to is that the markets we name conventional are precisely those the place maintaining with this know-how decides who finally ends up forward of the curve. No one there was arguing about whether or not AI belongs in agriculture. The questions had been about supply: who receives the output, during which language, on which machine, usually whereas driving between farms. That’s the reason a launch I would in any other case have filed beneath routine leads my listing this week. The Amazon Polly Generative engine improve added 14 new voices, two of them in Brazilian Portuguese. When your consumer has each fingers on a steering wheel, the interface is a voice.
Presenting “GenAI no Agronegócio Brasileiro” on the AWS workplace in São Paulo.
The remainder of the week had a sharper edge. The largest launch is a safety service constructed on the premise that the hole between a vulnerability being disclosed and a vulnerability being exploited has successfully closed, and AWS printed the honeypot proof for precisely that in the identical week. Now, let’s get into this week’s AWS information…
AWS Continuum for code vulnerabilities is now typically obtainable
AWS Continuum reframes vulnerability administration as an end-to-end job reasonably than a scanner that fingers you an inventory. It builds a context graph out of your repositories and your AWS atmosphere, assigns every discovering an proof degree, and reproduces exploitable findings in an remoted sandbox with proof-of-concept code so that you see the problem reasonably than a severity label. It ranks points by how shut the assault path runs to business-critical methods, then opens the repair as a pull request. The management boundary issues: each remediation at the moment requires human approval, so that you overview and merge the pull request, with autonomous courses of repair gated behind confidence thresholds for the long run.
The “why now” got here from AWS’s personal honeypots in the identical week. Amazon Menace Intelligence discovered a PHP2Shell exploitation try in MadPot telemetry dated October 17, 4 days earlier than CVE-2026-109618 and CVE-2026-109619 had been publicly disclosed, and on disclosure day proof-of-concept exploits had been circulating round 02:00 UTC, roughly twelve hours earlier than the embargo was on account of carry at 14:00 UTC. The sensible studying is direct: a patch window measured in days assumes a delay that not exists, and an investigation ought to begin from the earliest identified exploitation reasonably than from the disclosure date. AWS additionally printed the AWS WAF mitigations for a similar CVEs. Continuum is accessible in US East (N. Virginia) and US West (Oregon).
Introducing Amazon ECS Gateway
Amazon ECS Gateway splits the work of exposing a service between the individuals who personal the community and the individuals who personal the appliance. Platform groups outline one gateway with the group’s subnets, safety teams, TLS certificates, listener settings, and AWS WAF internet ACLs. Software groups decide in by including a gateway connector to the service definition, and ECS offers them an ACM certificates, a novel DNS hostname, listener guidelines, a goal group, and a safety group that admits site visitors solely from the Software Load Balancer.
The numbers make the economics clear: as much as 25 providers share a single ALB, ECS provisions the primary ALB on first join and removes ALBs when they’re not wanted, and a gateway can affiliate with as much as 10,000 clusters, with 5 gateways per cluster. You possibly can undertake it incrementally with UpdateService whereas your present load balancer stays in place. Amazon ECS Gateway is accessible in all business Areas the place Amazon ECS is accessible, at no extra cost.
Final week’s launches
Listed here are some launches that caught my consideration this week.
Amazon Polly delivers a significant improve to its Generative engine – The Generative engine now runs a bigger, extra expressive catalog: 57 generative voices throughout 11 languages and 25 locales, with 14 new voices throughout 9 locales and Hindi and Finnish typically obtainable for the primary time. Two of the brand new voices are Brazilian Portuguese, Leo and Carolina. It’s a drop-in improve, so the voice names, the identical SynthesizeSpeech name, and the worth all keep the identical whereas the output will get extra pure.
AWS pronounces TorchNeuron: native PyTorch help for AWS Trainium (public beta) – TorchNeuron is an open supply PyTorch backend that allows you to run your mannequin on Trainium by switching to .to(‘neuron’), a configuration change as an alternative of a rewrite, with keen execution and torch.compile intact. It integrates with the Neuron Kernel Interface for customized operators, and it really works on Trainium2 and Trainium3 situations. In order for you the larger image on why {hardware} alternative shouldn’t lock in your software program, the AWS Insights piece on that theme is an efficient companion learn, and the discharge lands alongside AWS Neuron 2.33.
New methods to customise fashions with Amazon SageMaker AI, with out managing GPUs – Coaching periods at the moment are typically obtainable, providing you with management of the post-training loop, together with customized loss capabilities and reward indicators, whereas SageMaker AI handles GPU allocation, distributed execution, fault restoration, and checkpoint storage. You pay for the tokens SageMaker AI processes, and the meter stops whereas your reward operate scores a batch. There’s a full technical walkthrough, the coaching session APIs, and new help for Muse Glimmer, Qwen 3.8, and Ministral 3.
Structured outputs for Claude fashions obtainable on Amazon Bedrock – Now you can get schema-compliant JSON again from any Anthropic Claude mannequin on Amazon Bedrock, throughout each the bedrock-runtime and bedrock-mantle endpoints, with out customized parsing, retry logic, or post-processing. That makes jobs like pulling each required discipline from a monetary report, parsing medical notes, or routing help tickets by intent much more dependable to automate.
Amazon ElastiCache Serverless for Valkey now helps on-line migration with zero downtime – You possibly can migrate self-managed Valkey or Redis OSS on Amazon EC2 into ElastiCache Serverless with zero downtime, that means zero errors returned to the consumer in the course of the transfer, measured the way in which the ElastiCache SLA measures availability. You put together the migration, begin the information sync, then select a guide or automated cutover, with no third-party replication instruments. It’s obtainable in all business Areas, the China Areas, and the AWS GovCloud (US) Areas.
Different AWS information
Listed here are some extra tasks and posts that you simply may discover fascinating.
Uncover instruments at runtime with AWS Agent Registry – AWS Agent Registry is a managed catalog for MCP servers, brokers, and agent abilities, so an orchestrator can search accredited capabilities at runtime as an alternative of compiling each instrument in at construct time. This walkthrough reveals the uncover, instantiate, and execute loop in a working pattern, with search outcomes that return connection metadata however by no means invocation credentials.
Tokenomics for coding brokers: benchmark price and high quality by yourself code – Coding assistants replay a rising transcript on each flip, so their price math is nothing like bizarre inference. This submit offers you open supply tooling to measure mannequin, harness, and internet hosting selections by yourself repositories and construct a cost-and-quality frontier you personal, with pattern outcomes the place routing got here out 44.7 % cheaper for 4.8 % decrease imply high quality.
How U.S. Financial institution migrated 119 TB from Oracle Exadata to Amazon RDS for Oracle – U.S. Financial institution moved 4 Oracle Exadata databases totaling about 119 TB to Amazon RDS for Oracle utilizing a config-driven pipeline constructed on Oracle XTTS, AWS DataSync, and Amazon EFS. The preliminary baseline copy completed in about 7 days with zero information loss and cutovers averaging roughly 4 hours per database, over a bandwidth-capped Direct Join hyperlink.
Upcoming AWS occasions
Mark your calendars for these upcoming occasions.
AWS re:Invent – AWS re:Invent runs November 30 to December 4 in Las Vegas, with greater than 2,200 periods. The session catalog is reside and reserved seating is open, so now could be the time to construct your schedule.
AWS Group Days – AWS Group Day Brasil Norte takes place in Belém on October 31, closing out the 2026 Brazilian group season. Verify the hub for occasions close to you.
That’s all for this week. Verify again subsequent Monday for one more Weekly Roundup!
– Daniel
This submit is a part of our Weekly Roundup sequence. Verify again every week for a fast roundup of fascinating information and bulletins from AWS!