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We Had 100 Dead Alerts Firing for Services That No Longer Existed. So I Built a Kubernetes Operator.
51+ min ago (1680+ words) TL;DR: I built and open sourced a Kubernetes operator that manages Grafana Cloud dashboards, alert rules, and SLOs as code " with automatic cleanup when services are decommissioned. It solves the "100 orphaned alerts" problem by coupling Grafana resource lifecycle to…...
A Step-By-Step Guide for Handling Crash of Legacy C++ Application
42+ min ago (703+ words) You're on call. Production system crashed. No stack trace, no error message " just a dead process and maybe a core file. Do not be panic! Follow this guide step by step. You'll have a methodical approach to finding the root…...
Design Cost-Optimized Storage Solutions
1+ hour, 3+ min ago (446+ words) Exam Guide: Solutions Architect - Associate " Domain 4: Design Cost-Optimized Architectures " Task Statement 4.1 Start with storage type (object, file, block), then check access frequency, performance needs, retention, backup/archive, and transfer method. You are not just picking "cheap storage." You are picking…...
Sample of function
49+ min ago (98+ words) 2026 - April - 04 Function In JavaScript, a function is a block of code designed to perform a... Tagged with javascript, functional, tutorial, programming. 2026 - April - 04 In JavaScript, a function is a block of code designed to perform a specific task. funtion code one time…...
Best SEO Tools in 2026: I Ranked 3 Sites to #1 Using These Tools
46+ min ago (409+ words) I've been doing SEO for over 8 years. In that time, I've used probably every SEO tool on the market " from the expensive enterprise suites to scrappy free alternatives. After ranking three different websites to the #1 position on Google in the…...
Intelligence-per-Token: Why AI's Cost Problem Is Forcing a Reckoning in 2026
1+ hour, 7+ min ago (224+ words) Google's recent answer to this is TurboQuant, a compression algorithm built specifically for long-context inference. Feeding a model 100K+ token prompts " the kind of input needed for serious document analysis " has always been memory-intensive. At scale, serving those requests gets expensive…...
401K messy equipment records, LLM-calibrated scoring, 12 seconds. Here's how.
1+ hour, 38+ min ago (51+ words) Deduplicating 401,000 Equipment Auction Records with LLM Calibration ... Templates let you quickly answer FAQs or store snippets for re-use. Are you sure you want to hide this comment? It will become hidden in your post, but will still be visible via…...
Show HN: LoreSpec – Structured knowledge extraction from AI conversations
1+ hour, 28+ min ago (79+ words) LoreSpec: an open standard for structured AI conversation outputs. Makes agent chats portable, auditable, and machine'readable. Model'agnostic " works with any LLM that reads a system prompt. Plug it into your audit/pipeline: https://lorespec.org/ Templates let you quickly answer FAQs or…...
Getting Started with OpenClaw: A Step-by-Step Guide to Setting Up OpenClaw on a VPS
1+ hour, 28+ min ago (1216+ words) DISCLAIMER!!: DO NOT INSTALL OPENCLAW ON YOUR PERSONAL MACHINE. IT IS STRONGLY RECOMMENDED THAT YOU USE A VIRTUAL MACHINE OR A VIRTUAL PRIVATE SERVER INSTEAD. Prerequisites Before you begin, ensure you have the following: Step 1: Set up a VPS(Virtual…...
I Published 12 VS Code Extensions — Here's What Each One Does and What I Learned
2+ hour, 34+ min ago (499+ words) After shipping 10 Chrome extensions, I turned to VS Code. Same strategy: build tools I actually want to use, publish them, learn the ecosystem. 12 extensions later, here's the breakdown. All published under miccho27-dev on the VS Code Marketplace. Shows inline annotations…...
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