The latest articles on Forem by Aashu Kumar (@aashu_kumar__). https://forem.com/aashu_kumar__ https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F3882289%2Fd97862cc-1f72-42f3-a218-faf14b6be244.png https://forem.com/aashu_kumar__ en Aashu Kumar Thu, 16 Apr 2026 11:07:48 +0000 https://forem.com/aashu_kumar__/ai-agents-are-failing-because-of-this-56m https://forem.com/aashu_kumar__/ai-agents-are-failing-because-of-this-56m <p>Been exploring AI agents lately, and one thing stands out:<br> It’s not the model that breaks most systems…<br> it’s bad memory + poor context handling.</p> <p>We’ve been obsessing over prompts, but the real shift is:<br> 👉 Prompt Engineering → Context Engineering → Memory</p> <p>Found this interesting project while digging into it:<br> <a href="https://github.com/ekailabs/contexto" rel="noopener noreferrer">Project</a></p> <p>It focuses on storing episodes instead of just summaries, which honestly feels closer to how real intelligence should work.</p> <p>Curious what others think:<br> Is memory the missing piece in AI agents?</p> <p>If you're into this space, check it out and maybe drop a ⭐ if it’s useful.</p> ai llm opensource machinelearning