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Security is the One AI Workload I Won't Token-Optimise
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What I learned running my open-sourced Claude security audit skill against three of my own apps for $189 AUD, just as the industry shifts to consumption-based billing.
April 27, 2026 by velimattivLatest Blog Posts
Token Price Is the Wrong Number: What a Merged Feature Actually Costs Across a Dozen Coding Agents
AI ClaudeCode GitHubCopilot OpenCode Opus Sonnet AgenticCoding Benchmarks TokenEconomics EngineeringLeadership
I gave one real feature to a dozen models across three coding CLIs and held every one of them to my own production review gate. The same feature cost anywhere from $7 to $70 to merge, and the token price was the least of it.
Stop Vibe Coding Your IaC: Build Backpressure Instead
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Why backpressure loops beat vibe coding for Bicep, AVM and real-world Azure constraints.
Security is the One AI Workload I Won't Token-Optimise
AI security ClaudeCode GitHubCopilot Opus TokenEconomics
What I learned running my open-sourced Claude security audit skill against three of my own apps for $189 AUD, just as the industry shifts to consumption-based billing.
Mastering IP Address Management with Azure Virtual Network Manager IPAM - Part 2
azure iac PlatformEngineering GitHub Bicep landingzones
Learn how to leverage Azure Virtual Network Manager IPAM to centrally manage IP address allocation across your Azure landing zones, with practical Bicep implementation examples.
Mastering IP Address Management with Azure Virtual Network Manager IPAM - Part 1
azure iac PlatformEngineering GitHub Bicep landingzones
Learn how to leverage Azure Virtual Network Manager IPAM to centrally manage IP address allocation across your Azure landing zones, with practical Bicep implementation examples.
Platform Landing Zone: Part 2 - Building the Foundation for Enterprise Azure
azure iac PlatformEngineering GitHub landingzones alz
Explore how Platform Landing Zones provide the foundational architecture for secure, scalable, and compliant Azure environments - Part 2
Platform Landing Zone: Part 1 - Building the Foundation for Enterprise Azure
azure iac PlatformEngineering GitHub landingzones alz
Explore how Platform Landing Zones provide the foundational architecture for secure, scalable, and compliant Azure environments - Part 1
Lokka the AI-Powered Reindeer: Guiding Your Sleigh Through Azure and M365
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Meet Lokka, the magical middleware connecting LLMs to your Azure and Microsoft 365 tenant using Microsoft Graph.
Santa's Little Helpers: Automating Bicep Deployments with GitHub Actions
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Let GitHub Actions be your elves in the workshop, automating Bicep deployments and keeping your infrastructure pipeline merry and bright.