The ten principles: locality, contracts, quarantine
The article outlines ten principles of software architecture organized into three clusters—locality, contracts, and quarantine—designed to optimize codebases for AI agents as primary readers. These principles aim to reduce re-derivation costs by making code more predictable, self-documenting, and isolated. The framework emphasizes co-locating feature-related files, using explicit contracts, and containing exceptions to improve machine readability.
- ▪The three clusters of principles—locality, contracts, and quarantine—address where code should be findable, how truth is encoded, and where exceptions are isolated.
- ▪Features should be organized in directories containing co-located implementation, test, and specification files with parallel naming for easy discovery.
- ▪Explicit import paths with extensions are preferred over path aliases to eliminate resolution steps for AI agents.
- ▪The spec.md file serves as a contract with frontmatter and verification instructions, linked to tests and implementation.
- ▪Only minimal top-level directories like bootstrap/, lib/, and config/ are allowed; all feature code must reside in feature-specific directories.
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| Original publisher | DEV.to (Top) |
| Canonical URL | https://dev.to/jucelinux/the-ten-principles-locality-contracts-quarantine-1bpk |
| Publication time | Sun, 17 May 2026 00:40:03 +0000 |
| Retrieval time | 2026-05-17T01:10:19.091Z |
| Last seen | 2026-05-17T01:10:19.091Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | OfdHzqjgM6mN |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
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| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
try { if(localStorage) { let currentUser = localStorage.getItem('current_user'); if (currentUser) { currentUser = JSON.parse(currentUser); if (currentUser.id === 2185235) { document.getElementById('article-show-container').classList.add('current-user-is-article-author'); } } } } catch (e) { console.error(e); } jucelinux Posted on May 17 The ten principles: locality, contracts, quarantine #ai #claudecode #agents #architecture Grounded Code (6 Part Series) 1 Grounded Code: Your codebase has a new primary reader. And it’s paying 7.5x more. 2 The primary reader changed ... 2 more parts...
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Excerpt limited to ~120 words for fair-use compliance. The full article is at DEV.to (Top).