zUdyogCommunities
@context-engineering · 1 members · Public
Prompt engineering shapes what an LLM says. Context engineering determines what it knows, remembers, and can act on. Production AI systems need carefully designed context — retrieval, memory, state, tool outputs, and token-budget optimization — not just clever prompts. Learn the real engineering patterns, failure modes, and trade-offs tutorials skip. Stop tweaking prompts. Start engineering context.
Prompt engineering shapes what an LLM says. Context engineering determines what it knows, remembers, and can act on. Production AI systems need carefully designed context — retrieval, memory, state, tool outputs, and token-budget optimization — not just clever prompts. Learn the real engineering patterns, failure modes, and trade-offs tutorials skip. Stop tweaking prompts. Start engineering context.
Owner
balaji hambeere