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Interactive world map from CrisisPulse showing global conflict intensity scores
Cloud & Infrastructure

CrisisPulse: One HTML File Tracks Global Conflicts Serverlessly

One HTML file. Global conflicts mapped in real time. CrisisPulse proves serverless minimalism still packs a punch in 2024.

4 min read 3 days, 5 hours ago
Nested OpenTelemetry trace showing MCP tool call with inner sampling LLM span
Cloud & Infrastructure

MCP Servers Now Trace Their Own LLM Calls – No More Blind Spots in Agent Tools

Imagine debugging an AI agent where 90% of your tool's delay hides in an untraceable LLM call. This fix changes that for MCP servers, handing devs real observability.

4 min read 3 days, 6 hours ago
Gold bars stacked higher than U.S. Treasury bonds in a central bank vault
Cloud & Infrastructure

Gold Buries Treasuries as Reserve King

Gold's not just shining—it's now the biggest pile in central bank vaults, eclipsing U.S. Treasuries. Forget the hype; this screams trouble for the dollar's dominance.

4 min read 3 days, 6 hours ago
agent-probe test results showing failed SQL injection and path traversal on LangGraph AI agent
Cloud & Infrastructure

Real AI Agent Security Test: LLM Spotted the Hack, Tools Ignored It

Everyone figured modern LLMs had security licked. Then agent-probe hit a real AI agent—and exposed a killer flaw in the tool layer.

3 min read 3 days, 7 hours ago
Python code diagram showing TF-IDF index routing for retail associate queries
Cloud & Infrastructure

Why a Laptop-Bound TF-IDF Router Crushes Retail Query Chaos Without LLMs

In the frenzy of a retail floor, questions mash returns policies with care instructions—until a simple Python router steps in. This PoC swaps black-box AI for inspectable TF-IDF routing, revealing the real architecture shift.

4 min read 3 days, 7 hours ago
Layered diagram of Hooks, MCP, and Skills in Claude Code architecture
Cloud & Infrastructure

Claude Code's Three Layers: Hooks, MCP, Skills Dissected

Claude Code hides a smart three-layer extension system. Hooks enforce basics; MCP plugs tools; Skills craft workflows—pick wrong, and you're debugging chaos.

3 min read 3 days, 7 hours ago
LLMeter dashboard displaying OpenAI and Anthropic cost breakdowns by model
Cloud & Infrastructure

LLMeter: The Dashboard Killing Surprise OpenAI Bills

Surprise OpenAI bills hitting your wallet? One dev built LLMeter to track every dollar across providers—no proxies, just pure visibility.

3 min read 3 days, 7 hours ago
Azure portal interface during Virtual Machine creation with basics tab open
Cloud & Infrastructure

Azure VMs: Skip the Hardware Headache, Launch Compute in Minutes

Small teams and solo devs just got a lifeline: Azure VMs let you spin up production-grade servers in under 10 minutes, no hardware required. But does Microsoft's cloud stack deliver value, or is it just another bill waiting to hit?

3 min read 3 days, 9 hours ago
Terminal window showing Claude Code generating HTML portfolio site with diffs
Cloud & Infrastructure

Claude Code Turned My Empty Folder into a Portfolio—But Tokens Tell the Real Story

Fired up Claude Code in my terminal, prompted it once, and watched it spit out a complete portfolio site. Slick—but after 20 years watching AI hype cycles, I'm asking: who's banking here?

4 min read 3 days, 10 hours ago
AWS VPC diagram showing public subnet EC2 proxying to private subnet server via Nginx
Cloud & Infrastructure

AWS VPC Public/Private Subnets: The Setup Newbies Botch Every Time

Over 80% of AWS breaches trace back to sloppy VPC configs. Here's the no-BS guide to public/private subnets that actually works—before you leak your data.

3 min read 3 days, 10 hours ago
Ruby on Rails code integrating AWS SQS queues with Shoryuken workers
Cloud & Infrastructure

AWS SQS in Rails: Shoryuken's Clever Hack or Unnecessary AWS Lock-in?

Your Rails jobs are bottlenecking. AWS SQS promises scalability, but Shoryuken setup? It's fiddly. Here's the no-BS path, pitfalls included.

3 min read 3 days, 11 hours ago
Ollama terminal running Gemma 4 E4B model with benchmark output
Cloud & Infrastructure

Gemma 4 on Ollama: I Pushed All Four Sizes to Their Limits on Crappy Hardware

Google's Gemma 4 just landed in Ollama, promising insane benchmarks in tiny packages. But does it deliver offline, or is it more hype?

4 min read 3 days, 12 hours ago
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