Insights
Practical writing on software architecture, SaaS products, AI automation, legacy modernisation, and the business of building reliable systems.
Curated links from external sources — not 360Softy original articles.
In this post, we show you how to use managed entitlements for Amazon Bedrock to subscribe once from a central account and distribute model access across your organization. This approach removes the need for AWS Marketplace permissions in workload accounts.
You can now use branch rulesets to block pull requests from merging when test coverage drops below thresholds you set. You can set a minimum coverage percentage, a maximum allowed… The post GitHub code coverage merge protection for pull requests appeared first on The GitHub Blog.
In this post, you will learn five practical patterns for building resilient generative AI applications on AWS, progressing from native Amazon Bedrock features to multi-model orchestration using an LLM gateway. These patterns address real-world challenges such as quota exhaustion during unexpected traffic surges, maximizing availability through geographic distribution of inference, and helping prevent noisy neighbor problems in multi-tenant environments.
In this post, we explore how Outpost VFX achieved 8x faster training speeds using AWS infrastructure to transform their face replacement workflow, the technical architecture they implemented to overcome single-GPU limitations, and the measurable results achieved through AWS multi-GPU training.
You can now scan and navigate release pages more easily with a dedicated sidebar table of contents. We also updated release metadata placement for a more consistent layout so it’s… The post Releases: Sidebar navigation and per-asset download counts appeared first on The GitHub Blog.
In this post, we share the technical approach using token-based distillation, lessons learned, and deployment architecture. If you face similar bilingual NER challenges, you can benefit from IBS Software’s experience with the Amazon Bedrock knowledge distillation capabilities.
In this post, we show you how long-running transactions affect AWS Database Migration Service (AWS DMS) change data capture (CDC) latency, walk through monitoring approaches for Oracle, PostgreSQL, MySQL, and SQL Server, and provide ready-to-use scripts to identify and resolve problematic transactions before they impact your replication performance.
In this post, you learn how to design and implement a user authentication service with session management on Amazon Aurora DSQL. You see the full request flow from client to database and back, explore the design considerations specific to Amazon Aurora DSQL, and discover practical lessons from building and testing against a live cluster.
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