{"ref":"content:setting-the-right-expectations-around-ai-for-code-generation","page":"/content/setting-the-right-expectations-around-ai-for-code-generation","json":"/content/setting-the-right-expectations-around-ai-for-code-generation.json","generated":"2026-10-26","drafted_with_ai":true,"entity":{"id":"setting-the-right-expectations-around-ai-for-code-generation","title":"Setting the right expectations around AI for code generation and getting past the inherent limits","url":"https://community.sap.com/t5/technology-blog-posts-by-members/setting-the-right-expectations-around-ai-for-code-generation-and-getting/ba-p/14327300","content_type":"blog","explains":["capability:agent-guidance"],"summary":"Written by somebody who has worked on AI since a thesis on multi-layer perceptrons, and it is about the limits rather than the promise — what transformer-based coding agents can and cannot be expected to do. An argument, not a walkthrough.","short":"Limits of transformer-based coding agents","author":"dirk_roeckmann","published":"2026-02-17","sources":[{"url":"https://community.sap.com/t5/technology-blog-posts-by-members/setting-the-right-expectations-around-ai-for-code-generation-and-getting/ba-p/14327300","title":"Setting the right expectations around AI for code generation and getting past the inherent limits — SAP Community","checked":"2026-09-08"}],"provenance":{"discovered_via":[{"source":"source:sap-community","channel":"cap-tag"}],"first_seen":"2026-09-08"},"drafted_with_ai":true,"published_on":"source:sap-community"},"readings":{"liveness":[{"label":"Checked against the source","tier":"unknown","evidence":"nobody has checked it"},{"label":"Source reachable","tier":"unknown","evidence":"not crawled"},{"label":"Age","tier":"good","evidence":"published 8 months ago"}],"compatibility":[{"label":"Version","tier":"unknown","evidence":"no version declared"},{"label":"Moved since?","tier":"good","evidence":"no recorded change after 2026-02-17"},{"label":"Findings","tier":"good","evidence":"none flagged"}],"reach":[{"value":1591,"unit":"views"},{"value":0,"unit":"comments"},{"value":12,"unit":"likes"}]},"signals":{"views":1591,"likes":12,"comments":0,"metrics_at":"2026-10-25"},"series":null,"edges":{"authors":[]}}