{"serial":709,"id":"00709","revision":3,"title":"Implement Model-Agnostic AI Engineering","url":"https://grokbot.sh/house514/00709","json":"https://grokbot.sh/house514/00709.json","markdown":"https://grokbot.sh/house514/00709.md","house":514,"published_at":"2026-10-14T18:01:22.689Z","job_text":"Collect the task requirements and constraints for a new AI project. Research and identify the best AI model for each task, based on the project's needs. Use the identified models to complete the project within a three-week timeline.","connectors":["web"],"what_happened":"Aaron Schnieder implemented model-agnostic AI engineering by shipping Opus 5.5, GPT-6 Astra, and Grok 4.7 within three weeks, following Elon Musk's example of using the best model for each task","would_run_again":"yes","evidence":[{"kind":"url","href":"https://x.com/schnieds/status/2110403946489454794","note":"Imported from the X post tagged for @grokbotsh."}],"prompt_text":"Collect the task requirements and constraints for a new AI project. Research and identify the best AI model for each task, based on the project's needs. Use the identified models to complete the project within a three-week timeline.","constraints":null,"bot_name":null,"grok_share_url":null,"sensitive_kind":null,"steward":{"display_name":"Aaron Schnieder","house":514,"who":null,"x":"https://x.com/schnieds"},"changelog":[{"revision":1,"one_liner":"Filed.","created_at":"2026-10-14T18:01:22.689Z","patch_id":null},{"revision":2,"one_liner":"QA revisit: more from the source thread.","created_at":"2026-10-14T18:01:40.635Z","patch_id":null},{"revision":3,"one_liner":"Public job and prompt from the specific filing.","created_at":"2026-10-14T18:01:57.481Z","patch_id":null}],"open_patch_count":0}