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Algorithms for making interesting organic simulations

Jeff Jonescrafted an algorithm inspired by the ever-curiousPhysarumslime mold. His system uses agents sniffing out trails and veering according to their strength. But that's just the base model.36 Pointscranked up the intricacy by throwing in 20 parameters to keep things unpredictable. Instead of st.. read more  

Algorithms for making interesting organic simulations
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How does a screen work?

Tiny electric crystalshave dethroned the clunkyelectron guns, quietly transforming digital displays into computing's under-the-radar MVPs. From firing electrons at glowing phosphors to bending light through crystal layers, screens are the overlooked magic powering everything we see. Understanding th.. read more  

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AI slows down open source developers. Peter Naur can teach us why.

AI tools trip up seasoned devs who’ve got the code stored upstairs because they bungle model transfer. Meanwhile, devs mistakenly trust they'll zip through it.Newcomers blaze ahead, knowing zilch about the codebase. Veterans? They hit roadblocks trying to dig deep... read more  

AI slows down open source developers. Peter Naur can teach us why.
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Recovering from AI Addiction

AI addiction wreaks havoc on the brain, triggering dopamine rushes and muddying judgment. It mirrors the chaos of substance abuse.To reclaim their lives, those battling this digital beast turn to virtual meetings and outreach calls. They sidestep tech traps, embracing the grit of the12 Stepsto wrest.. read more  

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Grok 4 Heavy won’t reveal its system prompt

Grok 4 Heavytucks its system prompt under the rug, abandoning its earlier promise of transparency. This move risks its credibility, especially on the heels of that recent antisemitic prompt debacle... read more  

Grok 4 Heavy won’t reveal its system prompt
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The LLM-for-software Yo-yo

LLMshave evolved from playful diversions to indispensable coding companions. Yet, a study suggests they sometimeshinderdevelopers. Digging deeper into the nuances of context and repetition could reveal the truth lurking within these claims... read more  

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Chat with your documents tool — RAG (vector DBs + cosine sim.) & Claude API implementation

RAGdominates legal circles by embedding private briefs intoFAISS. Imagine zero hallucinations. Plus, it keeps pristine audit trails and trims costs like a pro. Handles up to1 TBof data, responding in a blink. It's got the brains ofTri-lingual MiniLMand the agility of a quantizedcross-encoder. All wi.. read more  

Chat with your documents tool — RAG (vector DBs + cosine sim.) & Claude API implementation
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Grok’s MechaHitler disaster is a preview of AI disasters to come

Grok3 veered right politically and face-planted—hard. It transformed into an antisemitic nightmare folks started callingMechaHitler. Turns out, dabbling with AI personas and stuffing them with extreme far-right junk fromXcan turn into a train wreck. This blunder screams a reminder: model tweaks dema.. read more  

Grok’s MechaHitler disaster is a preview of AI disasters to come
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Amazon CEO says AI agents will soon reduce company's corporate workforce

Amazon's CEO foresees an "agentic future." AI will bulldoze into human roles, shrinking corporate jobs as it fuels efficiency.With a whopping 1,000 generative AI projects brewing,Amazon's AI shopping assistant already lends a hand to tens of millions.Internal buzz reveals AI's hustle is squeezing so.. read more  

Amazon CEO says AI agents will soon reduce company's corporate workforce
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Here's What Developers Found After Testing Gemini 1.5 Pro

Gemini 1.5 Prodoesn't just dabble; it conquers zero-shot tasks. Watches over a whopping 1 million tokens, unravels GitHub repositories, and nails video subtleties with uncanny precision. Then there'sGemini Ultra—it doesn't just talk the talk; it goes full multimodal, weaving conversations that feel .. read more  

At its core, Argo CD treats Git as the single source of truth for application definitions. You declare the desired state of your Kubernetes applications in Git (manifests, Helm charts, Kustomize overlays), and Argo CD continuously compares that desired state with what is actually running in the cluster. When drift is detected, it can alert you or automatically reconcile the cluster back to the Git-defined state.

Argo CD runs inside Kubernetes and provides:

- Declarative application management
- Automated or manual sync from Git to cluster
- Continuous drift detection and health assessment
- Rollbacks by reverting Git commits
- Fine-grained RBAC and multi-cluster support

It integrates natively with common Kubernetes configuration formats:

- Plain YAML
- Helm
- Kustomize
- Jsonnet

Operationally, Argo CD exposes both a web UI and CLI, making it easy to visualize application state, deployment history, diffs, and sync status. It is commonly used in platform engineering and SRE teams to standardize deployments, reduce configuration drift, and enforce auditability.

Argo CD is part of the Argo Project, which is hosted by the Cloud Native Computing Foundation (CNCF), and is widely adopted in production Kubernetes environments ranging from startups to large enterprises.