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Content centering around the shifting left of responsibility, deconstruction of responsibility silos, and the automation of repetitive work tasks.

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Three days without a bench

Three days without a bench

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Comments 2
3 min read
Why Your Ollama LLMs Are Running Painfully Slow on K3s

Why Your Ollama LLMs Are Running Painfully Slow on K3s

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61 min read
Runbook Rot: Three Fingerprints of Stale CI Docs and the Check That Catches Each

Runbook Rot: Three Fingerprints of Stale CI Docs and the Check That Catches Each

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4 min read
Docker container keeps restarting? Find out why the loop won't stop

Docker container keeps restarting? Find out why the loop won't stop

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5 min read
I built a self-hosted deploy tool that looks like tmux (and can be driven by an AI agent)

I built a self-hosted deploy tool that looks like tmux (and can be driven by an AI agent)

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4 min read
ngrok vs Cloudflare Tunnel vs Tailscale Funnel: Which One for Testing Webhooks on Localhost?

ngrok vs Cloudflare Tunnel vs Tailscale Funnel: Which One for Testing Webhooks on Localhost?

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5 min read
Reliability and Security Engineering for Production LLM Workloads

Reliability and Security Engineering for Production LLM Workloads

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8 min read
Headless Mode in 5 Agents: claude -p, codex exec, gemini -p, copilot -p, opencode run

Headless Mode in 5 Agents: claude -p, codex exec, gemini -p, copilot -p, opencode run

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8 min read
The build went green because it stopped checking

The build went green because it stopped checking

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2 min read
Operational Durability: Building and Operating Resilient Production Systems

Operational Durability: Building and Operating Resilient Production Systems

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5 min read
ViciDial LAGGED agents: root cause analysis and debugging

ViciDial LAGGED agents: root cause analysis and debugging

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13 min read
Cold Starts, Lost Files, and Green Dots: Five Myths About Using a Free Server as Staging

Cold Starts, Lost Files, and Green Dots: Five Myths About Using a Free Server as Staging

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5 min read
One API Call Deleted PocketOS's Database in 9 Seconds. Three Things Had to Fail

One API Call Deleted PocketOS's Database in 9 Seconds. Three Things Had to Fail

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9 min read
ChokePoint: Why We Replaced 50 Dependabot Alerts With FalkorDB GraphBLAS Min-Cut Remediation

ChokePoint: Why We Replaced 50 Dependabot Alerts With FalkorDB GraphBLAS Min-Cut Remediation

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4 min read
FortiMail Zero-Day Alert: CVE-2026-104286 Is Exploited — Here’s Why AI-Connected Email Makes It Worse

FortiMail Zero-Day Alert: CVE-2026-104286 Is Exploited — Here’s Why AI-Connected Email Makes It Worse

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12 min read
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