Story
Why Software Factories Fail (or: harness engineering is not enough)
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Overview
Advanced context engineering enhances the performance of coding agents by optimizing how they interact with and utilize contextual information. Effective implementation of this technique can improve collaboration between humans and AI in software development.
Summary from github.com.
Reports
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Community reactions
Each reaction summarizes sampled comments from the linked discussion.
Hacker News · github.com
Historical count: 5 · 5 saved in sample · Historical sample
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Read this discussion’s reaction
Based on 5 sampled comments from this thread. Analyzed 2026-07-24.
- Praise: Opus 4.5 was a massive step change in capability — it’s not perfect, but it’s significantly more helpful than previous versions.
- Praise: The idea of grounding LLM-driven implementation on normative specifications is a promising way to streamline the coding process without the headaches of messy code reviews.
- Concern: Gating integration behind code review is futile; many engineers are already automating it, indicating that current systems are outdated and ineffective.
- Concern: LLMs currently can't do long-term planning or choose the right abstractions, which is critical for maintainability — this highlights a fundamental limitation in their design.