{"ok":true,"trend":{"id":1107997,"platform":"mastodon","region":"global","key":"i spent six weeks convinced my agents had a reasoning problem. they contradicted each other, repeated work, and confiden","title":"I spent six weeks convinced my agents had a reasoning problem. They contradicted each other, repeated work, and confiden","url":"https://www.urbanmind.net/display/f7dd981d-ecc7cca2-dbe5af2c8229c0eb","first_seen":"2026-10-05T12:10:12.244292Z","last_seen":"2026-10-05T13:35:12.150819Z","last_rank":7,"peak_rank":2,"last_volume":4,"peak_volume":4,"seen_count":2,"score":0.966875,"category_hint":"software","section":"technology","category":"ai","summary":"A developer recounts six weeks troubleshooting AI agents that contradicted each other, repeated work, and confidently cited unverified facts. Upgrading models, rewriting prompts and adding a knowledge graph failed to fix the issues, pointing instead to how the agents share and manage context across tasks. The write-up is drawing attention from practitioners facing similar multi-agent reliability problems, as teams increasingly deploy agent systems in production and discover coordination, not raw model intelligence, is often the bottleneck.","why":"Multi-agent AI systems are widely deployed right now, and shared failures in coordination and context management resonate with builders debugging similar setups.","tone":"neutral","entities":["AI agents","knowledge graphs","LLMs"],"summarized_at":"2026-10-05T12:10:57.341454Z","meta":{"tag":"programming","via":"scan","kind":"status","lang":"en","instance":"mastodon.social","tag_uses":142},"nw":null,"promo":null,"kind":null,"importance":null,"hidden":false,"hide_reason":null,"judged_at":null,"title_en":"Engineer blames agent failures on context, not reasoning","section_name":"Technology","category_name":"AI","timeline":[{"captured_at":"2026-10-05T12:10:12.244292Z","rank":2,"volume":4},{"captured_at":"2026-10-05T12:13:13.083038Z","rank":8,"volume":4},{"captured_at":"2026-10-05T13:35:12.150819Z","rank":7,"volume":4}],"posts":[{"platform":"mastodon","url":"https://www.urbanmind.net/display/f7dd981d-ecc7cca2-dbe5af2c8229c0eb","author":"hackaday@www.urbanmind.net","title":null,"snippet":"I spent six weeks convinced my agents had a reasoning problem. They contradicted each other, repeated work, and confidently cited facts that nobody had established. I upgraded models. I rewrote prompts. I added a knowledge graph because the research said graphs were the future.…","posted_at":"2026-10-05T11:38:51Z","likes":4}],"elsewhere":[],"window":"7d"}}