AGENTIC ENGINEERING INSIGHTS
Practical notes on building and adopting AI agents.
Technical writing on agentic software development, LangGraph and LangChain, evaluation, code migration, test automation, support operations and production guardrails.
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Snippets – Github Actions Secret Recovery
Here’s a quick workflow to recover any secrets from GitHub actions; it will save them to AWS Secrets Manager. Remember to remove the workflow and your AWS credentials once you’re complete. The AWS Credentials can be scoped to just SecretsManager create etc.
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Agentic software development: three practical use cases
How AI agents can support legacy migrations, automated test backfilling and customer support ticket triage—and what teams need to operate them safely.