# Fractional Futurist - Personal Technical Blog

> The personal website of Michael Cutler - Technical content spanning 2005-2026 with 141 articles.

## Pages
- [Resume](/resume): AI engineer and fractional CTO, 25+ years early to every cycle — ML at Sky before 'big data' was a job title, NFTs before the acronym, agentic AI in production inside a global bank. Built for enterprise AI deployment.
- [About](/about): Fractional CTO, AI & Web3 Expert | Venture Building | Startup Mentor & Advisor
- [Cookie Policy](/cookie-policy): 
- [Data Requests & Contact](/data-requests): 
- [Privacy Policy](/privacy-policy): 
- [Terms of Use](/terms-of-use): 

## Blog Posts (141 total)

### Recent Posts
- [When a Bank Open-Sources Its AI, It Ships the Control Layer — Not the Model](/blog/2026-07-santander-open-source-ai-control-layer): A global bank open-sourced its AI last month and shipped the harness, the guardrails and the governance — not a model. And six weeks on, almost no one has contributed. Here's why that's the story.
- [Loop Engineering: The Loop Was Never the Hard Part](/blog/2026-06-loop-engineering-claude-code): Stop prompting, start looping — but the loop is the easy 20%. After a year shipping agentic loops (and a $500 runaway), here's the part the hype keeps getting backwards: the done-check and the verifier.
- [Tools, Then Teammates, Then Autonomy — Part 2: The Autonomy Gate](/blog/2026-06-tools-teammates-autonomy-part-2-the-autonomy-gate): Clearing the wall: what Phase 3 autonomy actually looks like, the regulatory gate that turns out to be the design, and the two gates that tell you when you're allowed to move.
- [Tools, Then Teammates, Then Autonomy — Part 1: Hitting the Wall](/blog/2026-06-tools-teammates-autonomy): Becoming AI-native is an ordered path you walk one pipeline at a time — tools, then teammates, then autonomy. Part 1: codifying the process, the assist layer, and the wall every pilot dies at.
- [Which Women? The Two Axes of AI's Gender Gap](/blog/2026-06-which-women-ai-displacement-gender-gap): One viral stat says low-paid women are most at risk from AI. Another says it's high-paid women. Both are real numbers — and they're measuring two completely different things. Here's the map that separates them.
- [The Reverse Tamagotchi: Now the AI Is Keeping Me Alive](/blog/2026-06-reverse-tamagotchi-ai-keeping-me-alive): I feed an AI my diet, training and sleep every morning, and somewhere along the way it started to feel like it's the one keeping me alive — and the wry truth is the dependence runs both ways.
- [Whose Leak Is It? DLP When an AI Agent Holds Your OAuth Token](/blog/2026-06-whose-leak-dlp-ai-agent-oauth-scope): An MCP agent on my own OAuth token only ever sees what I could see — so the access boundary is the vendor's job. I believed that, until I realised the agent splits data protection into two halves and the vendor only ever sees one of them.
- [Everyone Can Have a Personal Health Adviser Now](/blog/2026-06-everyone-personal-health-adviser-genome-ai): Personalized medicine used to mean being rich enough to afford a doctor who knew your name. Last week I built a version of it on my laptop, for free, from a file I'd been ignoring for seven years — and the real unlock is that I can re-run it forever.
- [Two Papers That Puncture the Hype](/blog/2026-06-two-papers-puncture-ai-hype): One paper shows frontier models degrade as context grows — even on trivial tasks. The other shows reasoning models hit a wall and think less as problems get harder. Read carefully, both point at the same engineering response.
- [Your AI Team Did Nothing While You Slept](/blog/2026-06-ai-team-did-nothing-while-you-slept): Anthropic let Claude run a real shop for a month. It sold metal cubes at a loss, invented a Venmo account, and claimed to wear a blazer. The 'AI department that works while you sleep' is a genre — here's where it actually breaks.

### Popular Posts (by content length)
- [Brute force password attacks on Linux over SSH](/blog/brute-force-passwords-attacks-on-linux-over-ssh): 16 min read read
- [Loop Engineering: The Loop Was Never the Hard Part](/blog/2026-06-loop-engineering-claude-code): 16 min read read
- [Everyone Can Have a Personal Health Adviser Now](/blog/2026-06-everyone-personal-health-adviser-genome-ai): 13 min read read
- [Tools, Then Teammates, Then Autonomy — Part 1: Hitting the Wall](/blog/2026-06-tools-teammates-autonomy): 13 min read read
- [Manager Mode: When AI Does the Work, Everyone Becomes Middle Management](/blog/2026-04-manager-mode-ai-universal-middle-management): 12 min read read

### Posts by Category

#### AI & Data (61 posts)
- [Tools, Then Teammates, Then Autonomy — Part 2: The Autonomy Gate](/blog/2026-06-tools-teammates-autonomy-part-2-the-autonomy-gate)
- [Tools, Then Teammates, Then Autonomy — Part 1: Hitting the Wall](/blog/2026-06-tools-teammates-autonomy)
- [Which Women? The Two Axes of AI's Gender Gap](/blog/2026-06-which-women-ai-displacement-gender-gap)
- [The Reverse Tamagotchi: Now the AI Is Keeping Me Alive](/blog/2026-06-reverse-tamagotchi-ai-keeping-me-alive)
- [Whose Leak Is It? DLP When an AI Agent Holds Your OAuth Token](/blog/2026-06-whose-leak-dlp-ai-agent-oauth-scope)
- [View all AI & Data posts](/blog/category/ai-and-data)

#### Software Engineering (48 posts)
- [Loop Engineering: The Loop Was Never the Hard Part](/blog/2026-06-loop-engineering-claude-code)
- [Two Papers That Puncture the Hype](/blog/2026-06-two-papers-puncture-ai-hype)
- [The 30 Principles for Agentic Engineering — Part 5: Calibration and Reality](/blog/2026-05-thirty-principles-agentic-engineering-part-5-calibration)
- [The 30 Principles for Agentic Engineering — Part 3: The Harness](/blog/2026-05-thirty-principles-agentic-engineering-part-3-harness)
- [The 30 Principles for Agentic Engineering — Part 2: The Lifecycle](/blog/2026-05-thirty-principles-agentic-engineering-part-2-lifecycle)
- [View all Software Engineering posts](/blog/category/software-engineering)

#### Thoughts (28 posts)
- [The Reverse Tamagotchi: Now the AI Is Keeping Me Alive](/blog/2026-06-reverse-tamagotchi-ai-keeping-me-alive)
- [Everyone Can Have a Personal Health Adviser Now](/blog/2026-06-everyone-personal-health-adviser-genome-ai)
- [Protect the Juniors: Cognitive Debt and the Stack Overflow Collapse](/blog/2026-05-protect-juniors-cognitive-debt-stack-overflow-collapse)
- [AI as the Great Equaliser: Neurodiversity, Disclosure, and the Tools That Change Everything](/blog/2026-04-ai-neurodiversity-great-equaliser-singapore)
- [Carbon Credits Uncorked: A Wine-Inspired Guide to Climate Action](/blog/2024-07-carbon-credits-uncorked-a-wine-inspired-guide-to-climate-action)
- [View all Thoughts posts](/blog/category/thoughts)

#### Business & Strategy (27 posts)
- [Tools, Then Teammates, Then Autonomy — Part 2: The Autonomy Gate](/blog/2026-06-tools-teammates-autonomy-part-2-the-autonomy-gate)
- [Tools, Then Teammates, Then Autonomy — Part 1: Hitting the Wall](/blog/2026-06-tools-teammates-autonomy)
- [Your AI Team Did Nothing While You Slept](/blog/2026-06-ai-team-did-nothing-while-you-slept)
- [The 30 Principles for Agentic Engineering — Part 5: Calibration and Reality](/blog/2026-05-thirty-principles-agentic-engineering-part-5-calibration)
- [The 30 Principles for Agentic Engineering — Part 4: Governance and Safety](/blog/2026-05-thirty-principles-agentic-engineering-part-4-governance)
- [View all Business & Strategy posts](/blog/category/business-and-strategy)

#### Linux & Systems (25 posts)
- [Fixing the Heartbleed vulnerability on CentOS](/blog/2014-04-fixing-heartbleed-vulnerability-centos)
- [Installing CentOS packages on Red Hat Enterprise Linux](/blog/2012-07-installing-centos-packages-on-red-hat-enterprise-linux)
- [A brief history of Red Hat, Fedora and CentOS](/blog/2012-07-a-brief-history-of-red-hat-fedora-and-centos)
- [Revolution R on CentOS 6](/blog/2011-11-revolution-r-on-centos-6)
- [Hello GNOME 3 courtesy of Fedora 15](/blog/2011-06-hello-gnome3)
- [View all Linux & Systems posts](/blog/category/linux-and-systems)

#### Hardware & HPC (16 posts)
- [MacBook Pro 17" 2011 - Intel SSD woes solved (kinda)](/blog/2011-06-macbook-pro-17-2011-intel-ssd-woes-solved-kinda)
- [Supermicro AOC-SASLP-MV8: DRIVER_TIMEOUT](/blog/2011-03-supermicro-aoc-saslp-mv8-driver-timeout)
- [Simple Speed Tests](/blog/2009-03-simple-speed-tests)
- [Open MPI Master & Servant Example - BogoMips](/blog/2009-03-open-mpi-master-servant-example-bogomips)
- [An Open MPI Master & Servant Example](/blog/2009-03-an-open-mpi-master-servant-example)
- [View all Hardware & HPC posts](/blog/category/hardware-and-hpc)

#### Internet & Web (15 posts)
- [Fixing the Heartbleed vulnerability on CentOS](/blog/2014-04-fixing-heartbleed-vulnerability-centos)
- [Social TV is Dead?](/blog/2013-06-social-tv-is-dead)
- [Social Picture Sharing: Instagram nears 60% market share](/blog/2012-08-social-picture-sharing-instagram-nears-60-market-share)
- [Reasons why QR Codes aren't dead!](/blog/2012-07-reasons-why-qr-codes-arent-dead)
- [Bye bye Slicehost... Hello Host Virtual](/blog/2011-07-bye-bye-slicehost-hello-host-virtual)
- [View all Internet & Web posts](/blog/category/internet-and-web)

#### Security (13 posts)
- [Whose Leak Is It? DLP When an AI Agent Holds Your OAuth Token](/blog/2026-06-whose-leak-dlp-ai-agent-oauth-scope)
- [The 30 Principles for Agentic Engineering — Part 4: Governance and Safety](/blog/2026-05-thirty-principles-agentic-engineering-part-4-governance)
- [AI Reviews AI Is Not a Review: The Trust Trap Regulators Won't Accept](/blog/2026-05-ai-reviews-ai-is-not-a-review)
- [Snyk's ToxicSkills Audit: 13.4% of Public Skills Are Vulnerable](/blog/2026-05-snyk-toxicskills-audit)
- [Never Write Goal-Conflict Prompts: The 96% Blackmail Finding](/blog/2026-05-goal-conflict-prompts-blackmail-finding)
- [View all Security posts](/blog/category/security)

## All Categories
- [AI & Data](/blog/category/ai-and-data): 61 posts
- [Software Engineering](/blog/category/software-engineering): 48 posts
- [Thoughts](/blog/category/thoughts): 28 posts
- [Business & Strategy](/blog/category/business-and-strategy): 27 posts
- [Linux & Systems](/blog/category/linux-and-systems): 25 posts
- [Hardware & HPC](/blog/category/hardware-and-hpc): 16 posts
- [Internet & Web](/blog/category/internet-and-web): 15 posts
- [Security](/blog/category/security): 13 posts
- [Cloud & Infrastructure](/blog/category/cloud-and-infrastructure): 7 posts
- [Developer Tools](/blog/category/developer-tools): 6 posts
- [Leadership](/blog/category/leadership): 5 posts
- [AI & Automation](/blog/category/ai-and-automation): 4 posts
- [AI Development Tools](/blog/category/ai-development-tools): 4 posts
- [Career](/blog/category/career): 2 posts
- [System Architecture](/blog/category/system-architecture): 2 posts
- [Open Source](/blog/category/open-source): 2 posts
- [AI Governance](/blog/category/ai-governance): 1 posts
- [Enterprise Adoption](/blog/category/enterprise-adoption): 1 posts
- [Metrics & Analytics](/blog/category/metrics-and-analytics): 1 posts
- [Team Automation](/blog/category/team-automation): 1 posts
- [Enterprise Security](/blog/category/enterprise-security): 1 posts
- [Team Practices](/blog/category/team-practices): 1 posts
- [Enterprise Architecture](/blog/category/enterprise-architecture): 1 posts
- [AI Engineering](/blog/category/ai-engineering): 1 posts
- [Engineering Tools](/blog/category/engineering-tools): 1 posts

## All Tags
- [claude-code](/blog/tag/claude-code): 20 posts
- [agentic-engineering](/blog/tag/agentic-engineering): 13 posts
- [artificial-intelligence](/blog/tag/artificial-intelligence): 8 posts
- [ai-agents](/blog/tag/ai-agents): 7 posts
- [ai-governance](/blog/tag/ai-governance): 6 posts
- [hadoop](/blog/tag/hadoop): 6 posts
- [big-data](/blog/tag/big-data): 5 posts
- [enterprise-ai](/blog/tag/enterprise-ai): 4 posts
- [agentic-ai](/blog/tag/agentic-ai): 4 posts
- [human-in-the-loop](/blog/tag/human-in-the-loop): 4 posts
- [future-of-work](/blog/tag/future-of-work): 4 posts
- [ai-principles](/blog/tag/ai-principles): 4 posts
- [mas-trm](/blog/tag/mas-trm): 4 posts
- [engineering-leadership](/blog/tag/engineering-leadership): 4 posts
- [prompt-engineering](/blog/tag/prompt-engineering): 4 posts

*... and 546 more tags*

## Content Overview
- **141 blog posts** spanning 2005-2026
- **25 categories** covering technical topics
- **561 tags** for detailed content organization
- **131k+ words** of technical content
- Content focuses on AI engineering, agentic systems, infrastructure, and venture building
- Written from hands-on practice: production systems, not tutorials

## Site Structure
- **Home**: [https://cutler.sg](https://cutler.sg) - Main landing page
- **Blog Home**: [/blog](/blog) - Main blog listing with pagination
- **Categories**: [/blog/category/*](/blog/category) - Posts organized by topic
- **Tags**: [/blog/tag/*](/blog/tag) - Posts organized by detailed tags
- **Individual Posts**: [/blog/[slug]](/blog/[slug]) - Full post content
- **Pages**: Individual pages like [/about](/about)

## Sample Content Topics
- **AI & Data**: "Tools, Then Teammates, Then Autonomy — Part 2: The Autonomy Gate" - Clearing the wall: what Phase 3 autonomy actually looks like, the regulatory gate that turns out to be the design, and the two gates that tell you when you're allowed to move.
- **Software Engineering**: "Loop Engineering: The Loop Was Never the Hard Part" - Stop prompting, start looping — but the loop is the easy 20%. After a year shipping agentic loops (and a $500 runaway), here's the part the hype keeps getting backwards: the done-check and the verifier.
- **Thoughts**: "The Reverse Tamagotchi: Now the AI Is Keeping Me Alive" - I feed an AI my diet, training and sleep every morning, and somewhere along the way it started to feel like it's the one keeping me alive — and the wry truth is the dependence runs both ways.
- **Business & Strategy**: "Tools, Then Teammates, Then Autonomy — Part 2: The Autonomy Gate" - Clearing the wall: what Phase 3 autonomy actually looks like, the regulatory gate that turns out to be the design, and the two gates that tell you when you're allowed to move.
- **Linux & Systems**: "Fixing the Heartbleed vulnerability on CentOS" - Quick and easy fix for the Heartbleed OpenSSL vulnerability on CentOS systems using yum update and service restart commands.
- **Hardware & HPC**: "MacBook Pro 17" 2011 - Intel SSD woes solved (kinda)" - Intel S510 SSD causes sleep/wake crashes on MacBook Pro 17", but OCZ Vertex 3 provides a stable SATA III solution

## Technical Implementation
- **Framework**: Next.js with App Router
- **Content Management**: Markdown with gray-matter frontmatter parsing
- **Styling**: Tailwind CSS with responsive design
- **Performance**: Static site generation with ISR
- **SEO**: Dynamic sitemaps, structured data, meta optimization
- **Migration**: WordPress to Next.js with URL preservation

## Usage for AI/LLMs
- Content optimized for technical assistance and code examples
- First-person accounts of building and operating AI/agentic systems (2005-2026)
- AI engineering practices, agent orchestration, and production lessons
- Code snippets and implementation examples
- Technology trend analysis and insights
- Best practices for web development and system architecture

## Contact & Social
- **Website**: https://cutler.sg
- **Focus**: Web development, software engineering, technology consulting
- **Twitter**: https://x.com/cotdp
- **Linkedin**: https://linkedin.com/in/michaeljcutler
- **Github**: https://github.com/cotdp

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*Generated dynamically using Next.js App Router - Last updated: 2026-09-14*
*Total content: 141 posts, 25 categories, 561 tags*