{"podcast":{"title":"Agentic AI in DevOps","slug":"agentic-ai-in-devops-7799474","podcast_index_feed_id":7799474,"rss_url":"https://getboris.ai/insights/podcast.xml","website_url":"https://getboris.ai/insights/","image_url":"https://media.getboris.ai/podcast/graphics/agentic-ai-in-devops-podcast.png","author":"Sirob Technologies","episode_count":7,"summary":"Insights on applying agentic AI to DevOps and software development automation, by practitioners who build and operate agentic AI for DevOps at Sirob Technologies — the team behind B.O.R.I.S, an AI DevOps teammate. https://getboris.ai","last_synced_at":null,"page_url":"https://stenobird.com/podcast/agentic-ai-in-devops-7799474"},"episode":{"title":"#7 — When Agent Memory Helps and When It Hurts","slug":"7-when-agent-memory-helps-and-when-it-hurts","published_at":"2026-04-29T00:00:00+00:00","page_url":"https://stenobird.com/podcast/agentic-ai-in-devops-7799474/7-when-agent-memory-helps-and-when-it-hurts","show_page_url":"https://stenobird.com/podcast/agentic-ai-in-devops-7799474","url":"/insights/007-when-agent-memory-helps-and-when-it-hurts/","audio_url":"https://op3.dev/e/media.getboris.ai/podcast/episodes/007.mp3","summary":"Every session, your agent wakes up with amnesia — the same mistakes, the same rediscovery, the same wasted tokens. Memory is how teams solve this, but as the hosts of Agentic AI in DevOps argue, it is both a superpower and a liability. Andrey goes so far as to say that semantic memory makes an already non-deterministic LLM \"even less deterministic,\" while Fernando warns that a poisoned memory file is trusted implicitly — just like a human trusts their own recollections. In this final episode of the foundations series, the hosts unpack the full memory lifecycle — capture, management, retrieval — and share hard-won lessons from building B.O.R.I.S, their agentic DevOps teammate where memory plays a central role. Episode page (show notes and links): https://getboris.ai/insights/007-when-agent-memory-helps-and-when-it-hurts/","meta_description":"Every session, your agent wakes up with amnesia — the same mistakes, the same rediscovery, the same wasted tokens. Memory is how teams solve this, but as…","key_points":[],"chapters":[],"topics":[],"duration_seconds":null,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/agentic-ai-in-devops-7799474/episodes/7-when-agent-memory-helps-and-when-it-hurts/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/agentic-ai-in-devops-7799474/7-when-agent-memory-helps-and-when-it-hurts.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}