⚠️ #PostgreSQL #CDC danger: Inactive replication slots can accumulate TBs of WAL, crashing your #database!
New post covers:
WAL retention pitfalls
Monitoring best practices
WAL-based CDC vs Outbox Pattern
Don't let silent #WAL growth take you down 🔥
www.lotharschulz.info/2025/10/15/p...
New post covers:
WAL retention pitfalls
Monitoring best practices
WAL-based CDC vs Outbox Pattern
Don't let silent #WAL growth take you down 🔥
www.lotharschulz.info/2025/10/15/p...
October 15, 2025 at 6:14 AM
⚠️ #PostgreSQL #CDC danger: Inactive replication slots can accumulate TBs of WAL, crashing your #database!
New post covers:
WAL retention pitfalls
Monitoring best practices
WAL-based CDC vs Outbox Pattern
Don't let silent #WAL growth take you down 🔥
www.lotharschulz.info/2025/10/15/p...
New post covers:
WAL retention pitfalls
Monitoring best practices
WAL-based CDC vs Outbox Pattern
Don't let silent #WAL growth take you down 🔥
www.lotharschulz.info/2025/10/15/p...
Fixed a prod crash: Snowflake connector down because private key in Azure had no newlines 🤦
Lesson: use `az keyvault secret set --file` for keys. Never copy-paste!
Even whitespace matters in crypto. Full debugging story: www.lotharschulz.info/2025/10/13/w...
#Kubernetes #AzureCloud #Snowflake
Lesson: use `az keyvault secret set --file` for keys. Never copy-paste!
Even whitespace matters in crypto. Full debugging story: www.lotharschulz.info/2025/10/13/w...
#Kubernetes #AzureCloud #Snowflake
October 13, 2025 at 5:59 AM
Fixed a prod crash: Snowflake connector down because private key in Azure had no newlines 🤦
Lesson: use `az keyvault secret set --file` for keys. Never copy-paste!
Even whitespace matters in crypto. Full debugging story: www.lotharschulz.info/2025/10/13/w...
#Kubernetes #AzureCloud #Snowflake
Lesson: use `az keyvault secret set --file` for keys. Never copy-paste!
Even whitespace matters in crypto. Full debugging story: www.lotharschulz.info/2025/10/13/w...
#Kubernetes #AzureCloud #Snowflake
Reposted by lotharschulz
Keine #BoundedContext bei Netflix: Irrweg oder Inspiration?
#SoftwareArchitektur im #Stream
HEUTE 13:00 CEST
Mehr Informationen und Möglichkeit für Fragen:
software-architektur...
#SoftwareArchitektur im #Stream
HEUTE 13:00 CEST
Mehr Informationen und Möglichkeit für Fragen:
software-architektur...
August 22, 2025 at 7:36 AM
Keine #BoundedContext bei Netflix: Irrweg oder Inspiration?
#SoftwareArchitektur im #Stream
HEUTE 13:00 CEST
Mehr Informationen und Möglichkeit für Fragen:
software-architektur...
#SoftwareArchitektur im #Stream
HEUTE 13:00 CEST
Mehr Informationen und Möglichkeit für Fragen:
software-architektur...
🧪 Tested Kiro IDE - spec-driven AI development vs traditional coding assistants
Key differentiator: EARS requirements + design blueprints before coding
Great security controls but preview limitations.
www.lotharschulz.info/2025/07/20/k...
#Kiro #DeveloperTools #SpecDriven
Key differentiator: EARS requirements + design blueprints before coding
Great security controls but preview limitations.
www.lotharschulz.info/2025/07/20/k...
#Kiro #DeveloperTools #SpecDriven
July 21, 2025 at 10:36 AM
🧪 Tested Kiro IDE - spec-driven AI development vs traditional coding assistants
Key differentiator: EARS requirements + design blueprints before coding
Great security controls but preview limitations.
www.lotharschulz.info/2025/07/20/k...
#Kiro #DeveloperTools #SpecDriven
Key differentiator: EARS requirements + design blueprints before coding
Great security controls but preview limitations.
www.lotharschulz.info/2025/07/20/k...
#Kiro #DeveloperTools #SpecDriven
There’s a new kind of multi-agent development I call “Flow coding”, where you orchestrate a symphony of AI agents and just let them find their groove together. You set the high-level vision, define the boundaries, then step back and watch the magic happen.
July 7, 2025 at 7:31 AM
There’s a new kind of multi-agent development I call “Flow coding”, where you orchestrate a symphony of AI agents and just let them find their groove together. You set the high-level vision, define the boundaries, then step back and watch the magic happen.
Create a weird animals quiz.
I put Claude Sonnet 4 & Google Gemini 2.5 Flash to the test creating "weird animal quizzes."
🚀 Gemini (Canvas): Faster, great look.
⏱️ Claude: Comparable results, but slower.
Both excellent for fast AI prototyping! What are your experiences?
#GoogleGemini #ClaudeAI
I put Claude Sonnet 4 & Google Gemini 2.5 Flash to the test creating "weird animal quizzes."
🚀 Gemini (Canvas): Faster, great look.
⏱️ Claude: Comparable results, but slower.
Both excellent for fast AI prototyping! What are your experiences?
#GoogleGemini #ClaudeAI
June 28, 2025 at 9:06 AM
Create a weird animals quiz.
I put Claude Sonnet 4 & Google Gemini 2.5 Flash to the test creating "weird animal quizzes."
🚀 Gemini (Canvas): Faster, great look.
⏱️ Claude: Comparable results, but slower.
Both excellent for fast AI prototyping! What are your experiences?
#GoogleGemini #ClaudeAI
I put Claude Sonnet 4 & Google Gemini 2.5 Flash to the test creating "weird animal quizzes."
🚀 Gemini (Canvas): Faster, great look.
⏱️ Claude: Comparable results, but slower.
Both excellent for fast AI prototyping! What are your experiences?
#GoogleGemini #ClaudeAI
Tested Google's new Gemini CLI 🦀
✅ Auto-code generation
⚠️ Sandbox limits external tools
🔧 Highly configurable
I enjoyed security-first vs seamless integration. Shows promise but needs polish.
Full review: www.lotharschulz.info/2025/06/25/g...
#GeminiCLI #AICoding #RustLang
✅ Auto-code generation
⚠️ Sandbox limits external tools
🔧 Highly configurable
I enjoyed security-first vs seamless integration. Shows promise but needs polish.
Full review: www.lotharschulz.info/2025/06/25/g...
#GeminiCLI #AICoding #RustLang
June 25, 2025 at 9:02 PM
Tested Google's new Gemini CLI 🦀
✅ Auto-code generation
⚠️ Sandbox limits external tools
🔧 Highly configurable
I enjoyed security-first vs seamless integration. Shows promise but needs polish.
Full review: www.lotharschulz.info/2025/06/25/g...
#GeminiCLI #AICoding #RustLang
✅ Auto-code generation
⚠️ Sandbox limits external tools
🔧 Highly configurable
I enjoyed security-first vs seamless integration. Shows promise but needs polish.
Full review: www.lotharschulz.info/2025/06/25/g...
#GeminiCLI #AICoding #RustLang
Just had a lightbulb moment 💡
That complex Python script I built 6 months ago for AI-powered supplier due diligence? Modern AI can now do the same thing through simple prompts.
www.lotharschulz.info/2025/06/15/s...
From Jupyter notebooks + API setup → just copy/paste a prompt into AI.
That complex Python script I built 6 months ago for AI-powered supplier due diligence? Modern AI can now do the same thing through simple prompts.
www.lotharschulz.info/2025/06/15/s...
From Jupyter notebooks + API setup → just copy/paste a prompt into AI.
June 15, 2025 at 8:19 PM
Just had a lightbulb moment 💡
That complex Python script I built 6 months ago for AI-powered supplier due diligence? Modern AI can now do the same thing through simple prompts.
www.lotharschulz.info/2025/06/15/s...
From Jupyter notebooks + API setup → just copy/paste a prompt into AI.
That complex Python script I built 6 months ago for AI-powered supplier due diligence? Modern AI can now do the same thing through simple prompts.
www.lotharschulz.info/2025/06/15/s...
From Jupyter notebooks + API setup → just copy/paste a prompt into AI.
Spent the weekend hacking on a local AI setup for Linux — no cloud, just llm + Ollama.
Wrote a quick guide if you want to try it too 👇
www.lotharschulz.info/2025/06/07/r...
#Linux #AI #LocalAI #OpenSource #WeekendProject #SelfHosted
Wrote a quick guide if you want to try it too 👇
www.lotharschulz.info/2025/06/07/r...
#Linux #AI #LocalAI #OpenSource #WeekendProject #SelfHosted
June 7, 2025 at 9:20 PM
Spent the weekend hacking on a local AI setup for Linux — no cloud, just llm + Ollama.
Wrote a quick guide if you want to try it too 👇
www.lotharschulz.info/2025/06/07/r...
#Linux #AI #LocalAI #OpenSource #WeekendProject #SelfHosted
Wrote a quick guide if you want to try it too 👇
www.lotharschulz.info/2025/06/07/r...
#Linux #AI #LocalAI #OpenSource #WeekendProject #SelfHosted
📢 AI coding tools are creating silent vulnerabilities through "slopsquatting"—where attackers register package names hallucinated by AI.
This attack vector “exploits vibecoding" & targets less technical developers.
#AISecurityRisks #Slopsquatting #VibeCoding
www.lotharschulz.info/2025/05/12/t...
This attack vector “exploits vibecoding" & targets less technical developers.
#AISecurityRisks #Slopsquatting #VibeCoding
www.lotharschulz.info/2025/05/12/t...
May 12, 2025 at 7:28 PM
📢 AI coding tools are creating silent vulnerabilities through "slopsquatting"—where attackers register package names hallucinated by AI.
This attack vector “exploits vibecoding" & targets less technical developers.
#AISecurityRisks #Slopsquatting #VibeCoding
www.lotharschulz.info/2025/05/12/t...
This attack vector “exploits vibecoding" & targets less technical developers.
#AISecurityRisks #Slopsquatting #VibeCoding
www.lotharschulz.info/2025/05/12/t...
Lost in the software engineering metrics jungle? 🌳 Which framework is right for your team? 🤔
🚀 #DORA 🧠 #SPACEframework 👋 #DevEx 📊 #DXCore4 ⚙️ #ESSP
Find out similarities and differences & how they can transform your software engineering.
Read more: www.lotharschulz.info/2025/05/04/e...
🚀 #DORA 🧠 #SPACEframework 👋 #DevEx 📊 #DXCore4 ⚙️ #ESSP
Find out similarities and differences & how they can transform your software engineering.
Read more: www.lotharschulz.info/2025/05/04/e...
May 4, 2025 at 9:03 PM
Lost in the software engineering metrics jungle? 🌳 Which framework is right for your team? 🤔
🚀 #DORA 🧠 #SPACEframework 👋 #DevEx 📊 #DXCore4 ⚙️ #ESSP
Find out similarities and differences & how they can transform your software engineering.
Read more: www.lotharschulz.info/2025/05/04/e...
🚀 #DORA 🧠 #SPACEframework 👋 #DevEx 📊 #DXCore4 ⚙️ #ESSP
Find out similarities and differences & how they can transform your software engineering.
Read more: www.lotharschulz.info/2025/05/04/e...
🚀 Bring Rust to AI Workflows!
Learn how to integrate Rust with AI frontends like Claude Desktop using the Model Context Protocol (MCP) by leveraging WebAssembly (Wasm)!
www.lotharschulz.info/2025/04/09/r...
#AI #RustLang #MCP #WebAssembly #AIIntegration #LLMs #ClaudeDesktop
Learn how to integrate Rust with AI frontends like Claude Desktop using the Model Context Protocol (MCP) by leveraging WebAssembly (Wasm)!
www.lotharschulz.info/2025/04/09/r...
#AI #RustLang #MCP #WebAssembly #AIIntegration #LLMs #ClaudeDesktop
April 10, 2025 at 5:44 AM
🚀 Bring Rust to AI Workflows!
Learn how to integrate Rust with AI frontends like Claude Desktop using the Model Context Protocol (MCP) by leveraging WebAssembly (Wasm)!
www.lotharschulz.info/2025/04/09/r...
#AI #RustLang #MCP #WebAssembly #AIIntegration #LLMs #ClaudeDesktop
Learn how to integrate Rust with AI frontends like Claude Desktop using the Model Context Protocol (MCP) by leveraging WebAssembly (Wasm)!
www.lotharschulz.info/2025/04/09/r...
#AI #RustLang #MCP #WebAssembly #AIIntegration #LLMs #ClaudeDesktop
#AI #Hallucination or #Overthinking? How many vowels are in Alabama?
I asked the Alabama question to different AI Apps and AI models.
www.lotharschulz.info/2025/02/20/h...
I asked the Alabama question to different AI Apps and AI models.
www.lotharschulz.info/2025/02/20/h...
February 22, 2025 at 9:52 AM
#AI #Hallucination or #Overthinking? How many vowels are in Alabama?
I asked the Alabama question to different AI Apps and AI models.
www.lotharschulz.info/2025/02/20/h...
I asked the Alabama question to different AI Apps and AI models.
www.lotharschulz.info/2025/02/20/h...
Anthropic published a new paper on "Constitutional Classifiers", which aims to defend against universal jailbreaks. One focus is on CBRN (chemical, biological, radiological, and nuclear harms):
February 3, 2025 at 9:56 PM
Anthropic published a new paper on "Constitutional Classifiers", which aims to defend against universal jailbreaks. One focus is on CBRN (chemical, biological, radiological, and nuclear harms):
Translation Prompt example ( Japanese to English): www.gally.net/temp/2025020...
Gally.net | Sample Translation Prompt
This content is not authorized for use in training machine learning or language models.
www.gally.net
February 2, 2025 at 7:18 AM
Translation Prompt example ( Japanese to English): www.gally.net/temp/2025020...
Ever wished your favorite blog could chat with you? I tested Google’s NotebookLM on my blog, lotharschulz.info, to do just that
💡 Discover how AI adds features like FAQs, summaries, and even sentiment analysis to blog posts.
👉 Curious? Read the full story here: www.lotharschulz.info/2025/01/26/e...
💡 Discover how AI adds features like FAQs, summaries, and even sentiment analysis to blog posts.
👉 Curious? Read the full story here: www.lotharschulz.info/2025/01/26/e...
January 26, 2025 at 1:33 PM
Ever wished your favorite blog could chat with you? I tested Google’s NotebookLM on my blog, lotharschulz.info, to do just that
💡 Discover how AI adds features like FAQs, summaries, and even sentiment analysis to blog posts.
👉 Curious? Read the full story here: www.lotharschulz.info/2025/01/26/e...
💡 Discover how AI adds features like FAQs, summaries, and even sentiment analysis to blog posts.
👉 Curious? Read the full story here: www.lotharschulz.info/2025/01/26/e...
📊 Simplify supplier due diligence with AI!
This script uses Anthropic's Claude model to retrieve answers from supplier websites and matches it with questions.
📝 www.lotharschulz.info/2025/01/06/t...
👉 github.com/lotharschulz...
#AI #Automation #Supplier #DueDiligence
This script uses Anthropic's Claude model to retrieve answers from supplier websites and matches it with questions.
📝 www.lotharschulz.info/2025/01/06/t...
👉 github.com/lotharschulz...
#AI #Automation #Supplier #DueDiligence
January 6, 2025 at 7:49 AM
📊 Simplify supplier due diligence with AI!
This script uses Anthropic's Claude model to retrieve answers from supplier websites and matches it with questions.
📝 www.lotharschulz.info/2025/01/06/t...
👉 github.com/lotharschulz...
#AI #Automation #Supplier #DueDiligence
This script uses Anthropic's Claude model to retrieve answers from supplier websites and matches it with questions.
📝 www.lotharschulz.info/2025/01/06/t...
👉 github.com/lotharschulz...
#AI #Automation #Supplier #DueDiligence
„Not only are neurologists unlikely to be replaced by large language models any time soon, but our findings suggest that they may soon find themselves treating new, virtual patients—artificial intelligence models presenting with cognitive impairment.“ medicalxpress.com/news/2024-12...
Leading AI chatbots show dementia-like cognitive decline in tests, raising questions about their future in medicine
Almost all leading large language models or "chatbots" show signs of mild cognitive impairment in tests widely used to spot early signs of dementia, finds a study in the Christmas issue of the BMJ.
medicalxpress.com
December 24, 2024 at 10:22 AM
„Not only are neurologists unlikely to be replaced by large language models any time soon, but our findings suggest that they may soon find themselves treating new, virtual patients—artificial intelligence models presenting with cognitive impairment.“ medicalxpress.com/news/2024-12...
Just stumbled upon Google’s new AI tool, Whisk, but sadly it’s not yet available outside of US. Seeing innovation roll out and having to wait is always a little bittersweet. Hoping it becomes accessible soon so we can see what it brings to the table!
Who else is waiting for it?
Who else is waiting for it?
December 18, 2024 at 7:43 AM
Just stumbled upon Google’s new AI tool, Whisk, but sadly it’s not yet available outside of US. Seeing innovation roll out and having to wait is always a little bittersweet. Hoping it becomes accessible soon so we can see what it brings to the table!
Who else is waiting for it?
Who else is waiting for it?
🚀 Discover the power of multi-file editing with Copilot in my latest post: "Supercharge Your Coding: Unlock Multi-File Editing with Copilot for Smarter Test Creation".
Read it here: www.lotharschulz.info/2024/12/08/s...
#Coding #TechInnovation #Copilot #Programming #AI
Read it here: www.lotharschulz.info/2024/12/08/s...
#Coding #TechInnovation #Copilot #Programming #AI
December 8, 2024 at 9:38 AM
🚀 Discover the power of multi-file editing with Copilot in my latest post: "Supercharge Your Coding: Unlock Multi-File Editing with Copilot for Smarter Test Creation".
Read it here: www.lotharschulz.info/2024/12/08/s...
#Coding #TechInnovation #Copilot #Programming #AI
Read it here: www.lotharschulz.info/2024/12/08/s...
#Coding #TechInnovation #Copilot #Programming #AI
TIL: the Dunning–Kruger Effect! 🌟
It highlights how individuals with limited knowledge or skills tend to overestimate their abilities.
Also: high performers can exhibit the opposite bias, underestimating their expertise.
For more, check out the Wikipedia page: en.wikipedia.org/wiki/Dunning...
It highlights how individuals with limited knowledge or skills tend to overestimate their abilities.
Also: high performers can exhibit the opposite bias, underestimating their expertise.
For more, check out the Wikipedia page: en.wikipedia.org/wiki/Dunning...
Dunning–Kruger effect - Wikipedia
en.wikipedia.org
December 3, 2024 at 9:26 AM
TIL: the Dunning–Kruger Effect! 🌟
It highlights how individuals with limited knowledge or skills tend to overestimate their abilities.
Also: high performers can exhibit the opposite bias, underestimating their expertise.
For more, check out the Wikipedia page: en.wikipedia.org/wiki/Dunning...
It highlights how individuals with limited knowledge or skills tend to overestimate their abilities.
Also: high performers can exhibit the opposite bias, underestimating their expertise.
For more, check out the Wikipedia page: en.wikipedia.org/wiki/Dunning...