Exploring how AI is reshaping our world
Daily analysis of AI tools, research, and industry shifts — written for engineers and decision-makers.
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Cursor BugBot Autofix: Parallel Agents Fix PRs
Cursor’s BugBot Autofix — now generally available — uses isolated cloud agents to propose fixes directly on pull requests. Over 35% of those suggestions are being merged, and the underlying bug resolution rate has climbed from 52% to 76% over…
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AI Assistant for OBS Studio
Integrating OBS Studio with Generative AI: New Possibilities for Live Production, Teaching, and Research Generative AI enhances OBS Studio by…
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Chat with your documents
Zotero integration with LM Studio Below are three reliable ways to wire Zotero → LM Studio. Pick A (quick, no-code), B…
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From Draft to Final Paper
Refining Your Academic Writing with LM Studio Introduction Refining an academic manuscript progresses through several stages: ideation and outline, drafting,…
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Automating PRISMA Flows with LLMs
From Query Building to Deduplication Systematic reviews remain a cornerstone of scientific synthesis, but the traditional workflow — from query…
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Meta-prompting in Regulated Domains
Finance & Health: Patterns, Anti-patterns, and Guardrails Introduction Meta-prompting—the deliberate design of higher-order prompts that generate or supervise other prompts—has…
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A Private, Offline Research Assistant
Zotero + Local LLMs on macOS: A Private, Offline Research Assistant In an era increasingly defined by digital dependence and…
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Vibe-Coding vs Spec-Driven Development
A Comparative Framework In this article I present a rigorous comparison between two current paradigms in AI-assisted software development: vibe-coding and spec-driven development (SDD)…
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Write fast. Verify faster
Citation Fidelity at Scale: Verifying References with scite.ai & Crossref APIs. The Integrity Multiplier of Truthful References In the age…