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ExternalSoftware Engineering
GitHub Changelog

Block users from discussion comments in personal repositories

You can now block or unblock users directly from discussion comments in repositories owned by personal GitHub accounts, extending the in-context blocking controls already available for issue and pull request… The post Block users from discussion comments in personal repositories appeared first on The GitHub Blog.

GitHub ChangelogRead original
ExternalAI
AWS Machine Learning Blog

From theory to delivery: How Atos upskilled 400 engineers in agentic AI

When Atos set out to upskill 400 engineers in agentic AI, hands-on learning was the missing ingredient. Over three days, engineers built multi-agent systems on AWS through an AI League event. This post explains why Atos chose the format, what engineers built and learned, and what other enterprises should consider.

Amazon BedrockAmazon SageMakerCustomer Solutions
AWS Machine Learning BlogRead original
ExternalAI
AWS Machine Learning Blog

Tokenomics at scale: How Jamf built real-time spend enforcement for Amazon Bedrock

As generative AI adoption scales, cost governance becomes a top challenge. Learn how Jamf built real-time, per-user spend enforcement for Amazon Bedrock using IAM Customer Managed Policies, an Amazon Athena cost view, and a serverless AWS Lambda loop that applies tiered model limits in near-real-time without disrupting active sessions.

Advanced (300)Amazon BedrockCustomer Solutions
AWS Machine Learning BlogRead original
ExternalAI
AWS Machine Learning Blog

Securing Amazon Quick from POC to production: Agents, Flows, and Spaces

Amazon Quick proof-of-concept projects often stall when security teams review the production plan. This post walks through designing dashboards, Spaces, knowledge bases, agents, and Flows with security controls that hold as you scale: dataset shaping, agent isolation, document classification, and approval gates.

Advanced (300)Amazon Quick SuiteBest Practices
AWS Machine Learning BlogRead original
ExternalSoftware Engineering
DZone

Building a Zero-Cost Daily Job Alert Pipeline on GitHub Actions

I needed a job to run once a day, remember what it did yesterday, and cost nothing to operate. The obvious answer is a small VM with cron, or a Lambda plus DynamoDB. I did not want to pay for either, and I did not want a server to patch. So I pushed the whole thing onto GitHub Actions and used a JSON file committed back to the repo as the database. It has now run 139 times in production on the free tier, tracking just over 1,000 records, and the operating bill is still zero. Here is the part tha

DZoneRead original

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