ACE: structured context that evolves with feedback
A post dated October 13, 2025 describes Agentic Context Engineering, an approach that incrementally accumulates and refines structured context using performance feedback as an alternative to iterative prompt rewriting.
Source: ACE Acumula Contexto Estruturado com Feedback de Desempenho (x.com). Text prepared with AI from this source.
What happened and what to do
In a post published on October 13, 2025, Agentic Context Engineering (ACE) is presented as a way to incrementally accumulate and refine structured context items based on performance feedback. The post compares the approach with GEPA’s iterative prompt rewriting and proposes it as an alternative for optimizing context in complex tasks.
A company could test this idea in a bounded workflow: structure the context used by agents, record outcomes and feedback, and track how changes affect performance. A collection, evaluation, and versioning system can help compare configurations and decide which context items to retain, without relying only on manual prompt rewrites.
How the consultancy can help
Wendelmaques can assess an agent workflow and its evaluation criteria, scope the structuring and versioning of context, and implement the feedback collection and monitoring needed to operate the solution.
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