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AWS Transform is several products. Continuous modernization went generally available on 3 August 2026. Pick one primary capability for the estate, or the program runs two campaigns at once.
Palaniappan POne identity check, aws sts get-caller-identity, before any command that can create a billable resource. AWS CLI 2.37.12 on 11 October 2026.
Manoj V.On October 9, 2026 Amazon Connect Customer added Save and validate in 8 Regions. Structural errors block activation. Gen AI warnings do not. The Gen AI check is capped at 3 in parallel and 30 per hour.
Palaniappan PA lab design review still had a cron server for a nightly job. Classic Lambda had already stopped at 900 seconds. Name the primitive, or name the stop-rule that keeps the box.
Palaniappan PA lab schedule after the 3 August 2026 GA returned findings and zero pull requests. Agentic-readiness scores 56 criteria. AWS-managed compute runs analyses only, and remediation still needs Batch or EC2.
Palaniappan PA lab query still returned a customer the source deleted. Zero-ETL can land DynamoDB and listed SaaS sources in S3 Tables. A self-managed database cannot. Firehose database CDC was removed on 24 September 2025.
Palaniappan PA lab table landed twice: Zero-ETL and DMS on the same rows. Self-managed databases replicate only to Redshift. Firehose Direct PUT into Iceberg is capped at 5 MiB/s in three regions, and database CDC was removed on 24 September 2025.
Palaniappan PA lab renewal only changed the connection string, and a construct was still unconverted. Babelfish speaks TDS 7.1 through 7.4 on port 1433 and does not apply to Oracle. Identifiers longer than 63 characters are rewritten.
Palaniappan PAs of 3 October 2026 the managed AWS MCP Server has endpoints in 8 Regions, a hard cap of 10 authenticated requests per second, and two auth paths. OAuth is the single-account start. SigV4 is the one that can hide write tools and switch accounts.
Palaniappan POn 9 Sep 2026 AWS raised LMI async and ESM timeout from 15 to 90 minutes (5,400 s). A 90-minute SQS consumer needs at least 9 hours of visibility. Sync and classic on-demand Lambda stay at 15 minutes.
Manoj V.On Aug 7, 2026, AWS shipped aws-auth as a core Cognito skill in the Agent Toolkit, with 603 installs on skills.sh within days, 9 reference packs under skills/core-skills/aws-auth, and a hard warning that update-user-pool-client is a full replace.
Palaniappan POn August 4, 2026 Amazon Connect Cases gained workspace CSV export in 10 Regions, with a Cases.Export permission, a field picker, and a Cases-export-YYYY-MM-DD.csv file. Enable for the right roles only.
Palaniappan P
