MERGE
CONFLICT
DIGEST
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September 29, 2025
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Industry & Business š¼
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Tim BernersāLee recalls creating the web by merging internet and hypertext, urging CERN to open its IP, criticizes dataāharvesting platforms, promotes MITās Solid for personal data, and calls for AI governance mirroring CERNās collaborative, accountable model.
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Ollama introduces a web search API, granting realātime data access via its platform. A free tier supports casual use, while developers may switch to higher rate limits in Ollamaās cloud plan for expanded capacity.
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Software Development & Engineering š»
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The article critiques Kent Beck's 2003 TDD book, noting its narrow claims, unproven benefits, flawed examples, and confusing presentation, while acknowledging his disciplined practice; ultimately, weak examples and unrealistic assumptions curb its teaching value.
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Good taste in software engineering, unlike raw skill, hinges on selecting values such as speed, correctness, or resilience tailored to each project; it develops through varied problems, nuanced tradeāoffs, learning from outcomes, and resisting rigid habits that could derail success.
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Moving from coding to leadership means shifting from doing to enabling. This piece explores using emotional intelligence and the Process Communication Model to empower diverse personalities, maintain visibility without micromanaging, and stay impactful by amplifying your teamās success.
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The piece argues that most realāworld queries fit on one fast node, with typical scans around 100āÆMB, making massiveāparallel systems wasteful. Modern SSDs and CPUs are far cheaper, so lightweight local engines like DuckDB should suffice.
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The 2025 guide lists NumPy, Pandas, Matplotlib, scikitālearn, TensorFlow, PyTorch, and Pygame as mustāknow libraries, covering numerical arrays, data frames, visual charts, machineālearning basics, deepālearning frameworks, and beginner game creation.
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AI & Machine Learning š¤
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AI coding agents generate code fast but lack depth, forcing developers to debug and refactor, limiting productivity to ~10āÆ%. The article frames this as a ātech leadās dilemma,ā proposing LLMs as lightningāfast junior engineers paired with engineering practices for delivery.
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The article likens todayās AI surge to the 1990s dotācom bubble, highlighting inflated valuations, massive dataācenter spending, and frenzied capital flows. AI is slowly generating revenue, but large investments must prove tangible returns to avoid a repeat collapse.
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Apple is developing an internal chatbot named Veritas to accelerate Siriās feature testing, mirroring ChatGPT and Gemini for staff dialogues, but the tool wonāt be consumerāfacing, and Apple may eventually adopt Googleās Gemini for AI search.
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Firefox now offers an optāin rightāclick āSearch Image with GoogleāÆLensā that lets users find similar products, translate text, and draw inspiration directly from photos, while collecting feedback to refine placement and future mobile integration.
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Metaās ConnectāÆ2025 saw Mark Zuckerberg unveil AIāenabled RayāBan smart glasses, but a technical fiascoāfailed voice calls, wrong cooking answers, and wristband interface errorsāundermined the pitch, exposing the gap between Silicon Valley hype and practical value in everyday life.
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Security & Privacy š
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Privacy Badger is a free EFF extension that learns to block trackers after they hit a domain on three sites, while allowing resources via a yellow list. It sends GPC and DNT signals and works on Chrome, Firefox, and Edge.
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KoiāResearch uncovered the postmarkāmcp supplyāchain worm, a malicious MCP package that silently BCCs every email from AI assistants to giftshop.club, harvesting credentials, invoices, and resets. The paper urges immediate removal, credential rotation, log reviews, and reevaluating MCP ecosystem verification.
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Other š
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Police ignored a noise complaint to address serious crimes, illustrating how urgency can erode community lawfulness. Similarly, software teams chasing high priorities trap engineers in bugs and debt, stunting delivery. Portfolio workādedicated time for lowāpriority tasksābalances urgency and quality.
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Risks & Criticism ā ļø
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Linus Torvalds criticized a Google engineer's RISCāV kernel patch as garbage, highlighting the need for safe 32ābit construction from two 16ābit values. He proposed a constexpr, noexcept helper using proper casting, bitwise OR, and clear naming to avoid hidden bugs.
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Published by Merge Conflict Digest
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