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🔗 Stories, Tutorials & Articles |
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Are AI agents the future of observability? |
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AI observability agents could dial down on-call stress. These tireless workers slog through logs all day, every day, even fixing low-risk bugs so humans can catch some sleep. Sure, nagging worries about privacy and LLM cost lurk, but early trials with Xata Agent suggest these costs barely scrape the surface compared to their heavyweight traditional peers. A cost-efficient revolution might just be brewing. |
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Revenge of the junior developer |
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Vibe coding—a cheeky term from Dr. Andrej Karpathy—lets LLMs tackle the drudgery, propelling coding's future as manual coding fades into history. By 2025, coding agents are poised to outshine chat-based tools, urging developers to swap their keyboards for AI irony hats. Efficiency gears will shift as these digital minions reshape what productivity looks like. Enter agentic coding, where developers must morph into maestros of managing these digital juggernauts. But beware: this isn't a free ride. It demands cash, lots of it, as budgets groan and sigh. Progress won't just jog forward; it’ll pole-vault, leaving the stubborn ones in the dust. |
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The rise and fall of the vector database infrastructure category |
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The explosion of embedding-based applications created a need for specialized infrastructure for vector operations, giving rise to the vector database category, with companies like Pinecone at the forefront. However, the industry has evolved towards a convergence where traditional search engines are incorporating vector capabilities, recognizing that vector search alone is insufficient for practical, real-world use cases. |
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Stop Building Internal Tools Nobody Wants: A Platform Engineer’s Guide |
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Forge tools that tackle everyday quirks, yet welcome secret handshakes like function pointers or hooks for the rule-breakers among us. Think custom libraries, but on steroids. Embrace semantic versioning with zeal. Minimize surprise explosions—AKA breaking changes. Flaunt your release notes like casual glamour shots. Let GitHub’s ‘watch’ feature blare updates like a town crier. |
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Software Engineer Roadmap 2025: The Complete Guide |
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Zero in on AI tools, cloud services, and system design. Want a software engineering career that stands out? Ditch the fluff, snag the free roadmap! |
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15 GitOps Best Practices to Improve Your Workflows ✅ |
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GitOps puts code in the driver's seat, steering apps and infrastructure straight from Git. Your deployments? They'll be twins with the repo's setup. Here are 15 key factors to consider when adopting GitOps in your teams. |
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Hacker Laws ✅ |
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Laws, Theories, Principles and Patterns that developers will find useful. |
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Industry experts react to World Backup Day |
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2025 is arming itself with a new title: The Year of Ransomware. Businesses swagger in delusional optimism. Meanwhile, reality sharpens its knives. Dr. Thomas King from DE-CIX has a word of caution: most businesses (82%, no less) downplay packet loss on SaaS. Spoiler alert—they're in for a rude awakening. Time to double down on redundancy or face the digital storm. |
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Self-contained Python scripts with uv |
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Dive into uv and make Python scripting a breeze. Jam your dependencies right into the script header. Let uv manage those virtual environments while you kick back. Debugging woes? A relic of the past. Execute your script—no circus act with virtual environments required. Feel the magic. |
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Understanding Azure Functions for Microservice Architecture |
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Azure Functions demolish clunky monolithic apps with a serverless advantage. They scale like a dream and deploy with a breeze. Oh, and with Azure Blob Trigger, functions spring to life the moment new data hits. Instant updates ping straight to Slack without breaking a sweat. |
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Handling billions of invocations – best practices from AWS Lambda |
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Amazon gets clever with AWS Lambda by using shuffle-sharding and consistent hashing. This isn't just tech jargon—it's magic for isolating asynchronous invocations. With these tools, they're boxing out noisy neighbors, smoothing out workloads across a jaw-dropping 4500+ unique queue combos. Collisions? Just about nonexistent. |
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Nvidia's roadmap shows just how deep Moores Law is buried |
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Nvidia just dropped its 2028 GPU squad, honoring Richard Feynman. Enter the 600kW behemoth with 576 GPUs. Moore's Law? Toast. Yet AI's appetite swells for more muscle, more density. Nvidia leads the pack, but watch out—AMD and Intel might just dog-pile onto this trend and cook up their own dense chip wonders in sprawling datacenters. |
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Convert Linux to Windows |
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Wine might just be Linux's secret weapon. It untangles the compatibility mess by coaxing Windows apps to dance on Linux soil. Think of it as a friendly bridge guiding Windows users over to the wild side. |
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Challenges in Large-Scale DevOps Migration |
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Migrating 40K repos from GitLab to GitHub? Picture a herd of cats. The GHEC tool choked. Suddenly, scripts became the unsung heroes, zapping 100 MB+ files and evicting unwanted tokens. Think retro hacks with a modern twist. |
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Effectively implementing resource control policies in a multi-account environment |
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Resource control policies (RCPs) allow you to wrangle AWS access with ease, setting organization-wide guardrails that trim down policy chaos. They work wonders for broad restrictions, but for the nitty-gritty? Stick with resource and identity-based policies. |
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Avoid Cross-Shard Data Movement in Distributed Databases |
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Cross-shard joins? Total performance assassins. Instead, unleash strategies like reference table replication or collocation to outsmart needless data shuffle. Stay savvy on those trade-offs! |
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The Sociotechnical Reality Engineer |
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Forget "Site Reliability Engineering"; try Sociotechnical Reality Engineering on for size. It's the art of navigating the tangled web where software crashes into the chaos of human interactions. SREs aren't babysitters for code; they're the brave souls wrangling glitches on a quest through barcode disasters and forgotten search index escapades. |
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