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ExternalAI
AWS Machine Learning Blog

How Baz improved its AI Agent Code Review accuracy using Amazon Bedrock AgentCore

This post walks through how Baz built their Spec Review agent using Amazon Bedrock and Amazon Bedrock AgentCore. We'll cover the architecture decisions, implementation details, and the business outcomes they achieved by leveraging these AWS services to automate their code review process

Amazon BedrockAmazon Bedrock AgentCoreAmazon Machine Learning
AWS Machine Learning BlogRead original
ExternalCloud
Cloudflare Changelog

Workflows, Workers - Schedule Workflow instances directly from your Workflow binding

You can now attach cron schedules directly to a Workflow binding in wrangler.jsonc. Each scheduled run creates a new Workflow instance automatically, so you do not need to define a separate Worker with a scheduled handler just to trigger your Workflow on an interval. For example, you can configure hourly, every-15-minute, or weekday schedules on the same Workflow: { "workflows": [ { "name": "my-scheduled-workflow", "binding": "MY_WORKFLOW", "class_name": "MySchedul

WorkflowsWorkers
Cloudflare ChangelogRead original
ExternalSoftware Engineering
DZone

Stop Debugging Glue Jobs Manually: Building an Agentic Observability Layer for Data Pipelines

The Pipeline Did Not Fail Cleanly Most pipeline failures don't look like "the job failed." Consider a common scenario. A Glue job reads overnight event files, applies business rules, and writes to an Iceberg curated table. The job runs at its scheduled time and errors out partway through. The control table shows SUCCESS for the previous batch and FAILED for the current one, which is what you'd expect. The problem is what happened between those two states: the job wrote nine of the day's twelve p

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