2 posts tagged with "agentic-ai"

If your multi-agent workflow keeps failing in unpredictable ways, implement four controls first: typed handoffs, explicit state contracts, task-level evals, and transactional rollback. GitHub's engineering deep dive published on February 24, 2026 shows the same core pattern: most failures are orchestration failures, not model-IQ failures.

Agentic AI moves fast. A few lines of code, a powerful LLM, and suddenly an agent is doing something that looks impressive. The rapid iteration is addictive, but it leads to a development style I call "vibe coding" -- tweak a prompt, rerun, and if the output feels right, ship it.

This works for a demo. It is a recipe for disaster in production.