Schematical's 172-line llms.txt shows what thorough AI preparation looks like

# LLMs.txt instructions for schematical.com
# Reference: https://llmstxt.org/

version: 1

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# Recent Posts:
- Alternative data points to measure the volatile state of the tech industry: https://schematical.com/posts/swd-job-numbers_20260319
- AWS QuickSuite’s MCP server integration is actually… pretty decent: https://schematical.com/posts/quick-suite-mcp_20260318
- You can now run OpenClaw on Amazon Lightsail… but should you?: https://schematical.com/posts/openclaw-on-amazon_20260317
- CTO Coffee Hour: Tech Debt The Video Game new updates gameplay : https://schematical.com/posts/ctocoffee-031726_20260316
- Tech Debt The Video Game is really starting to come together: https://schematical.com/posts/tech-debt-update_20260315
- Are you considering using AI Agents to manage your IoC and infrastructure?: https://schematical.com/posts/592-maybe-my-job-is-safe_20260312
- The volatile state of Software Engineering Hiring: https://schematical.com/posts/590-swe-job-rising_20260311
-  How secure are your credit card payments on AWS?: https://schematical.com/posts/aws-payment-cryptography_20260310
- CTO Coffee Hour - Open Source & AI Slop : https://schematical.com/posts/ctocoffe-031026_20260310
- Would you pay AWS to have them attack your website?: https://schematical.com/posts/aws-security-agent_20260309
-  AI slop is destroying opensource: https://schematical.com/posts/ai-is-destroying-opensource_20260305
- AWS SES Email Validation: https://schematical.com/posts/ses-email-validation_20260304
- AWS AgentCore Browser Proxies: https://schematical.com/posts/aws-agentcore-browser_20260303
- CTO Coffee Hour:  Tech Debt The Video Game Live Update: https://schematical.com/posts/ctocoffee-030326_20260303
- Tech Debt The Game Update 3/2/2026: https://schematical.com/posts/tech-debt-devlog_20260301
- New Podcast Episode: Preparing CISOs for AI & Cloud Risks in 2026: https://schematical.com/posts/life-of-a-CISOpod_20260226
- Want to save up to 95% on your AWS Athena costs?: https://schematical.com/posts/aws-athena_20260225
- Are you getting an INTERNAL_SERVICE_ERROR while trying to add a new data set to Quick Suite?: https://schematical.com/posts/aws-quick-suite_20260224
- CTO Coffee Hour: LLM Benchmark : https://schematical.com/posts/ctocoffee-022426_20260224
- Can your LLM of choice run a food truck?: https://schematical.com/posts/ai-foodtruck_20260222
- TechDebt Update 2/20/2026: https://schematical.com/posts/td-2-20-2026_20260219
- Progress over perfection or just really low standards?: https://schematical.com/posts/we-are-all-going-to-have-to-loosen-up_20260218
- Amazon Bedrock AgentCore Browser Custom Extension: https://schematical.com/posts/amazon-bedrock-agentcore_20260217
- Comic: Premature Optimization: https://schematical.com/posts/comic-premature-optimization_20260216
- AWS “Durable” Lambda Functions: https://schematical.com/posts/aws-lambda-durable_20260215
- Humans are pretending to be bots now?: https://schematical.com/posts/bots-pretending-to-be-human_20260212
- Nvidia's Open Source Virtual Robot Training Software: https://schematical.com/posts/robotic-physics_20260211
- Tech Debt (Not my game) is an asset now?: https://schematical.com/posts/tech-debt-is-an-asset_20260210
- CTO Coffee Hour: Getting Out of the Gate in Cloud & DevOps — Starting Your Tech Entrepreneur Journey: https://schematical.com/posts/ctocoffee-021026_20260210
- AWS Bedrock Converse Now Support Structured Outputs: https://schematical.com/posts/aws-bedrock-structured_20260208
- Legendary items and level-ups are now in Tech Debt The Game: https://schematical.com/posts/techdebt-0012_20260205
- Looks like AWS is making a play to grab market share from ChatGPT: https://schematical.com/posts/aws-quicksuite_20260204
- How AI assistance impacts the formation of coding skills: https://schematical.com/posts/how-ai-assistance-impacts_20260203
- CTO Coffee Hour: How AI assistance impacts the formation of coding skills: https://schematical.com/posts/ctocoffee-020326_20260202
- AWS Lambda and other serverless services now support a 1MB payload: https://schematical.com/posts/546-lambda-1mb-context-window_20260201
- My video game has bugs that crawl around the screen and attack your servers: https://schematical.com/posts/tech-debt-0010_20260129
- Have we reached the peak of what LLMs can do?: https://schematical.com/posts/steve-eismen-has-llms_20260128
- When was the last time you used IAM Access Analyzer to secure your IAM Permissions?: https://schematical.com/posts/aws-access-analyzer_20260127
- CTO Coffee Hour: Tech Debt The Game & updates : https://schematical.com/posts/ctocoffee-012726_20260126
- Using “Crossmodal” search to index text, image, audio, and video.: https://schematical.com/posts/crossmodal-search_20260125
- Tech Debt - The Video Game Update 1/23/2026: https://schematical.com/posts/tdg-009_20260122
- “I've never coded in my life, but in the last three weeks, I was able to code software better than 99% of my developers.”: https://schematical.com/posts/vibe-coding-nonsense_20260121
- AWS Kinesis Video Stream Cost Optimization: https://schematical.com/posts/aws-kinesis-video_20260120
- CTO Coffee Hour: Have we reached the peak of what LLMs can do?: https://schematical.com/posts/ctocoffee-012026_20260119
- AWS Nova Grounding - The good and the bad…: https://schematical.com/posts/aws-bedrock-nova-grounding_20260118
- Tech Debt - The Video Game Update 1/16/2026: https://schematical.com/posts/tech-debt-game-update_20260115
- AWS Bedrock Reusable Prompts : https://schematical.com/posts/aws-bedrock-reusable-prompts_20260114
- Save money at scale with prompt caching: https://schematical.com/posts/prompt-caching-with-bedrock_20260113
- CTO Coffee Hour: AWS Bedrock: https://schematical.com/posts/ctocoffee-011326_20260112
- How Amazon Inflation proofs itself with savings plans: https://schematical.com/posts/aws-savings-plan_20260111
- Agentic ProbLLMs: Exploiting AI Computer-Use and Coding Agents By Embrace The Red: https://schematical.com/posts/llm-cyber-security_20260108
- Need to customize your models for specific use cases before you run them at scale?: https://schematical.com/posts/aws-nova-forge_20260107
- Tech Debt  - The Video Game: https://schematical.com/posts/tech-debt-the-video-game_20260106
- CTO Coffee Hour: Tech Debt the Videogame : https://schematical.com/posts/ctocoffee0106-26_20260105
- Adjusting Your AWS Savings Plans Payment Terms For 6+ Figures In Savings: https://schematical.com/posts/math-of-pre-paying_20260104
- Want to compete solving real-world problems for cash prizes?: https://schematical.com/posts/aws-ai-league_20260101
- Happy New Year!: https://schematical.com/posts/happy-new-year-2026_20251231
- Incident Response Testing in Cloud Forward Organizations with Matt Lea: https://schematical.com/posts/virtual-ciso-podcast_20251230
- Database Savings Plans : https://schematical.com/posts/db-saving-plans_20251229
- Hiring Devs In 2026 - Part 3: https://schematical.com/posts/hiring-devs-part-3_20251228
- Leveraging tech debt for massive profit: https://schematical.com/posts/leveraging-tech-debt_20251225
- Building Disaster Muscle Memory and Collaborative Resilience in DevOps Teams with Matt Lea: https://schematical.com/posts/cloud-war-games-incident-response_20251223
- Tool calls with AWS Bedrock are easier than you think: https://schematical.com/posts/tool-calls-with-bedrock_20251222
- AWS Lambda Managed Instances: https://schematical.com/posts/aws-lambda-managed_20251221
- Looking for a fun way to learn the fundamentals of network load balancing?: https://schematical.com/posts/server-survival-_20251218
- Hiring Devs In 2026 - Part 2: https://schematical.com/posts/hiring-devs-in-2025_20251217
- When it rains it pours… on NextJS (2 more CVEs): https://schematical.com/posts/rains-it-pours-on-nextjs_20251216
- CTO Coffee Hour: How to do technical interviews in 2026: https://schematical.com/posts/ctocoffee1216_20251215