How I Stressed My SQLite Job Queue to 5,000 Continuous Tasks on an Android Phone (And Why It Outperformed the Cloud)
The article discusses the development and testing of Intent Bus, a job coordination system that utilizes SQLite for task management on local devices. It highlights the challenges faced by developers when trying to connect cloud scripts to local devices and presents Intent Bus as a lightweight alternative to traditional message brokers. The stress tests conducted on various platforms revealed that the system performed exceptionally well, even outperforming cloud solutions under heavy workloads.
- ▪Intent Bus is a zero-infrastructure job coordination system built on SQLite and Flask.
- ▪The system allows cloud scripts to write tasks to an HTTP endpoint, which local devices can poll for jobs.
- ▪Stress tests showed that Intent Bus could handle up to 5,000 continuous tasks on an Android device, outperforming cloud-based solutions.
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| Original publisher | DEV.to (Top) |
| Canonical URL | https://dev.to/d_security/how-i-stressed-my-sqlite-job-queue-to-5000-continuous-tasks-on-an-android-phone-and-why-it-2kpc |
| Publication time | Tue, 26 May 2026 15:30:06 +0000 |
| Retrieval time | 2026-05-26T15:37:49.954Z |
| Last seen | 2026-05-26T15:37:49.954Z |
| 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 | --lYqdE0Nrwc |
| 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 |
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| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
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| 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.
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try { if(localStorage) { let currentUser = localStorage.getItem('current_user'); if (currentUser) { currentUser = JSON.parse(currentUser); if (currentUser.id === 3895597) { document.getElementById('article-show-container').classList.add('current-user-is-article-author'); } } } } catch (e) { console.error(e); } D_SECURITY Posted on May 26 How I Stressed My SQLite Job Queue to 5,000 Continuous Tasks on an Android Phone (And Why It Outperformed the Cloud) #python #opensource #devops #backend Every developer building a side project or a home automation pipeline eventually hits the same roadblock.
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