Will there be any more bugs to find after AI has fixed them all?
: AI-resistant art 15 Jul, 2026 Will there be any more bugs to find after AI has fixed them all? I can almost envision a future where AI eventually catches up to fixing the thousands of bugs it finds on a daily basis as a result of AI-powered agents being used to find vulnerabilities now. It's clankered through the whole backlog, closed all the tickets faster than anyone could file them, and one day you wake up... and all the bugs are gone.
- ▪: AI-resistant art 15 Jul, 2026 Will there be any more bugs to find after AI has fixed them all?
- ▪I can almost envision a future where AI eventually catches up to fixing the thousands of bugs it finds on a daily basis as a result of AI-powered agents being used to find vulnerabilities now.
- ▪It's clankered through the whole backlog, closed all the tickets faster than anyone could file them, and one day you wake up... and all the bugs are gone.
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Story provenance
Attribution is not the same as permission. This drawer separates discovery metadata, excerpts, WeSearch-generated summaries, reuse status, and whether the publisher receives the visit. Nothing here claims a legal grant the publisher has not made.
Record
| Original publisher | prompts for the machine at the center of the galaxy and other random blips (mostly security) |
| Canonical URL | https://insertchaos.bearblog.dev/when-ai-has-fixed-all-the-bugs/ |
| Publication time | Thu, 16 Jul 2026 14:24:40 +0000 |
| Retrieval time | 2026-07-16T14:34:49.228Z |
| Last seen | 2026-07-16T14:34:49.228Z |
| 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 | Ilrf68D_QIHk |
| 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
: AI-resistant art 15 Jul, 2026 Will there be any more bugs to find after AI has fixed them all? I can almost envision a future where AI eventually catches up to fixing the thousands of bugs it finds on a daily basis as a result of AI-powered agents being used to find vulnerabilities now. It's clankered through the whole backlog, closed all the tickets faster than anyone could file them, and one day you wake up... and all the bugs are gone. No more crashes or weird edge cases, or RCE's hiding in some 15 year old core utility we've been using dependably for years... no more auth bypasses or injection bugs waiting to be found. If you're fixing bugs faster than you're making them, eventually you hit zero, right? (not quite) The thing that's fixing the bugs is also making more of them.
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Excerpt limited to ~120 words for fair-use compliance. The full article is at prompts for the machine at the center of the galaxy and other random blips (mostly security).
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