The Harness Has a Token Budget
The article discusses the challenges faced by the CLAUDE.md project due to a token budget that has been exceeded. As the number of tokens increases, the agent struggles to maintain focus and adhere to important rules, particularly those buried in the middle of the guidance. The author suggests strategies for managing the token budget effectively to improve the agent's performance and rule adherence.
- ▪The CLAUDE.md project exceeded its token budget, leading to missed rules by the agent.
- ▪The agent's attention is uneven, with rules at the top of the harness being followed more reliably than those in the middle.
- ▪The author proposes four strategies to manage the token budget: consolidate, compress, scope down, and delete.
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Story provenance
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Record
| Original publisher | DEV.to (Top) |
| Canonical URL | https://dev.to/tacoda/the-harness-has-a-token-budget-gcn |
| Publication time | Wed, 03 Jun 2026 17:39:11 +0000 |
| Retrieval time | 2026-06-03T17:52:51.848Z |
| Last seen | 2026-06-03T17:52:51.848Z |
| 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 | 7dUkRVW986Y0 |
| 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 |
Rights status (four layers)
WeSearch handling by dimension
| 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 === 171498) { document.getElementById('article-show-container').classList.add('current-user-is-article-author'); } } } } catch (e) { console.error(e); } Ian Johnson Posted on Jun 3 The Harness Has a Token Budget #ai #agents #programming #webdev Our project CLAUDE.md crossed 4,000 tokens last quarter, and the agent started missing rules it had been respecting for months. Not the rules at the top. The rules in the middle. The ones buried under three other sections of guidance, the ones the agent could reach if it stayed focused but did not reach reliably when it was deep in a task.
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Excerpt limited to ~120 words for fair-use compliance. The full article is at DEV.to (Top).
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