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lotharschulz
@lschu.bsky.social
⚠️ #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...
October 15, 2025 at 6:14 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
October 13, 2025 at 5:59 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
July 21, 2025 at 10:36 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.
July 7, 2025 at 7:31 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
June 28, 2025 at 9:06 AM
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
June 25, 2025 at 9:02 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.
June 15, 2025 at 8:19 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
June 7, 2025 at 9:20 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...
May 12, 2025 at 7:28 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...
May 4, 2025 at 9:03 PM
🚀 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
April 10, 2025 at 5:44 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...
February 22, 2025 at 9:52 AM
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...
January 26, 2025 at 1:33 PM
📊 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
January 6, 2025 at 7:49 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?
December 18, 2024 at 7:43 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
December 8, 2024 at 9:38 AM