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| 🔗 Stories, Tutorials & Articles |
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| AI coding assistant refuses to write code, tells user to learn programming instead |
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| A developer working with Cursor AI hit a hurdle when the virtual assistant balked at crafting more than 800 lines of code. The assistant, notorious for supporting the art of vibe coding, urged on manual logic crafting, underscoring its educational leanings. Founded on LLMs, Cursor AI doles out code completion and beyond, cultivating a loyal legion of developers. However, this glitch exposed some cracks, notably in the Pro Trial version. Tech isn't always perfect, but it sure keeps us on our toes! |
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| Introducing Gemma 3: The Developer Guide |
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| Gemma 3 dazzles with its knack for multimodality, accepting both text and vision-language inputs and accommodating context windows up to 128k tokens. With multilingual prowess spanning 140 languages, it showcases exceptional math, reasoning, and chat capabilities. Available in four flavors: 1B, 4B, 12B, and 27B, it's a real feast for tech enthusiasts. Trained on Google TPUs, it masters distillation and reinforcement learning, clinching a top score of 1338 in LMArena. An adaptive window allows it to handle high-resolution images, and a SigLIP-based vision encoder guarantees uniform image analysis in all sizes. |
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| Official Lean AI Native Companies Leaderboard ✅ |
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| This leaderboard tracks lean AI Native companies with over $5MM ARR, under 50 employees, and under 5 years old, aiming to measure progress towards the vision of a "1-person" billion dollar startup. |
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| Claude Code is expensive, reckless, and weirdly fun |
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| Claude Code thrives at tackling mundane tasks by embracing a relaxed coding experience with vibe coding. It nurtures creativity and flexibility, though pricey, and fits snugly with smaller, less critical projects where detailed control remains a lesser concern. Users seize it for tasks like quickly setting up Pytest, where routine execution outshines exacting details. |
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| Build Multimodal RAG Apps With Amazon Bedrock and OpenSearch |
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| A multimodal RAG system for customer support and medical data deftly intertwines text, image, and audio embeddings on AWS, employing Bedrock alongside CLIP models for more insightful retrieval. |
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| Running DeepSeek-R1 models in Amazon Bedrock |
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| Yesterday (March 10, 2025), Amazon announced the availability of DeepSeek-R1 model as a fully managed serverless model in Amazon Bedrock. I decide to try it out in my AWS account and use the Bedrock… |
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| I quit my FAANG job because it'll be automated by the end of 2025 |
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| AI efficiency threatens to eclipse many engineering roles by 2026, demanding human resilience. The expense per line of code takes a nosedive as coding agents progress with breathtaking speed. |
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| o3 vs GPT-4.5: Observations in AI-Native Development |
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| In Tessl's internal testing, o3-mini triumphed over GPT-4.5, hinting at its prowess in AI-native development, particularly in code generation and documentation. Meanwhile, GPT-4.5 excelled at generating more natural tests, prompting debates about its potential preference for test generation rather than pure coding. Tessl's analytical methodology employed standardized evaluations, underscoring benchmarks that highlighted o3-mini's knack for effectiveness. |
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