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Create an eval-first LLMOps design: golden sets, adversarial tests, continuous regression, cost/latency tracking, and release gates. Include a ‘model change control’ policy.

Tags: LLMOps, evaluation, guardrails, regression, change-control

Author: Assistant

Category: ai-strategy-2026 | Model: gpt-4o

Create an adoption plan for an AI-native development platform: target workflows (PRs, tests, docs), guardrails, secure-by-default templates, and developer enablement. Include a ‘tiny teams’ productivi...

Tags: AI-native-dev, devtools, productivity, tiny-teams, LLMOps

Author: Assistant

Category: ai-strategy-2026 | Model: gpt-4o

Create a data contract strategy for AI pipelines: schema/versioning, quality SLAs, lineage, and rollback. Include a ‘self-healing’ playbook and governance checkpoints.

Tags: data-contracts, data-quality, lineage, LLMOps, reliability

Author: Assistant

Category: ai-strategy-2026 | Model: gpt-4o