The latest articles on DEV Community by Dattasairam Kurella (@dattasairam_kurella_6ad3b). https://dev.to/dattasairam_kurella_6ad3b https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F4149072%2Fa0d7684e-412b-43a9-960c-cfff9f5ddb97.jpg https://dev.to/dattasairam_kurella_6ad3b en Dattasairam Kurella Tue, 29 Sep 2026 09:36:21 +0000 https://dev.to/dattasairam_kurella_6ad3b/giving-ai-agents-memory-a-6-part-series-48cg https://dev.to/dattasairam_kurella_6ad3b/giving-ai-agents-memory-a-6-part-series-48cg <p>AI agents that forget everything between sessions repeat the same mistakes. This series looks at what changes when an agent can remember, and how to build that memory without overcomplicating it.</p> <p>Here are all six articles, in reading order:</p> <ol> <li><p><strong>Failed Fix Warnings</strong>: how an agent can flag fixes that already failed before<br> <a href="https://go.fliplink.me/view/FC9DE082-343F-4E84-97F7-C8C2F4B0EEC0" rel="noopener noreferrer">https://go.fliplink.me/view/FC9DE082-343F-4E84-97F7-C8C2F4B0EEC0</a></p></li> <li><p><strong>With vs. Without Memory</strong>: a side-by-side comparison of the same agent with and without memory<br> <a href="https://go.fliplink.me/view/F98B3DB1-CE08-42DF-8166-DB7E7E68279C" rel="noopener noreferrer">https://go.fliplink.me/view/F98B3DB1-CE08-42DF-8166-DB7E7E68279C</a></p></li> <li><p><strong>Reflecting on Recurring Patterns</strong>: spotting problems that keep coming back<br> <a href="https://go.fliplink.me/view/394848D4-5588-41DE-971B-79208046B66E" rel="noopener noreferrer">https://go.fliplink.me/view/394848D4-5588-41DE-971B-79208046B66E</a></p></li> <li><p><strong>Same Incident Two Answers</strong>: with and without hindsight<br> <a href="https://hidden-cloud-390.linkyhost.com" rel="noopener noreferrer">https://hidden-cloud-390.linkyhost.com</a></p></li> <li><p><strong>Skipping the Vector Database</strong>: memory without extra infrastructure<br> <a href="https://go.fliplink.me/view/CA7F8323-D2EA-47DE-BA93-FFC05FD30821" rel="noopener noreferrer">https://go.fliplink.me/view/CA7F8323-D2EA-47DE-BA93-FFC05FD30821</a></p></li> <li><p><strong>Admitting What It Doesn't Know</strong>: teaching an agent to say when it's unsure<br> <a href="https://go.fliplink.me/view/682FF1F7-B762-4639-BBE7-B0925EBFD157" rel="noopener noreferrer">https://go.fliplink.me/view/682FF1F7-B762-4639-BBE7-B0925EBFD157</a></p></li> </ol> <p>Thanks for reading! Let me know in the comments which one was most useful.</p> ai machinelearning beginners llm