AI coding agents should optimise for the targets _you_ give them. New post on the Editor Loop: the seconds-fast inner loop that wires your existing CLIs (fmt, lint, compile, test) into agent lifecycle hooks. www.lotharschulz.info/2026/07/23/e... #AICoding #ClaudeCode #Rust #DevTools
Security isn't about saying 'no' to AI. It's about calling 'nono'. Some AI agent deletes production databases and the backups in 9 seconds. That story pushed me to reconsider my sandbox for Claude Code: www.lotharschulz.info/2026/05/02/s... #ClaudeCode #AIAgents #DevSecOps #AISecurity
The new Claude Desktop app includes a new diff viewer. I compared three ways to review Claude's code changes: the Desktop app diff viewer, the Claude Code CLI, and plain git diff, with a note on when to reach for each one. www.lotharschulz.info/2026/04/17/c... #diff #claude_code
Claude's new Managed Agents API requires a different anthropic-beta header for streaming than for other calls. www.lotharschulz.info/2026/04/11/c... #claude #ManagedAgents
Claude Code runs with your full user permissions. nono wraps it in a kernel-level sandbox that makes unauthorised filesystem and network operations structurally impossible. Five hands-on scenarios tested on macOS: www.lotharschulz.info/2026/04/11/s... #claude_code #nono #CLI #AISecurity #sandbox
Gemma 4 Showdown: Linux vs. Mac 🚀 I tested the e4b gemma 4 variant on a 32GB Linux setup vs. a 16GB Mac. The Mac was 4.5x faster (44s vs 199s) and nailed a complex poem constraint. Find more details about _why_ Linux results were different on www.lotharschulz.info/2026/04/04/g... #Gemma4 #AI
🚀 New AI Battle: Gemma 4 on Linux! 🐧 I tested the new Gemma 4 (e4b) running locally via Ollama on Linux. How does it solve the "HORSE-EARTH" poem test? All technical details: www.lotharschulz.info/2026/04/03/g... #Gemma4 #Linux #Ollama #OpenSource #AI #MachineLearning #LocalAI #SelfHosted
Gemma 4 on Linux – Lothar Schulz
lotharschulz.info
run "pseudo" sql queries with vibe querying: cloud.google.com/blog/product...
“Vibe querying” with comments to SQL in BigQuery | Google Cloud Blog
Comments to SQL in BigQuery is an AI-powered feature that bridges the gap between human language and structured data queries. Read to learn more.
cloud.google.com
Build Real Time Data Pipelines with #PostgreSQL and Apache #Nifi: #CDC via logical replication and #Outbox via table polling. www.lotharschulz.info/2026/01/05/b...
Stop guessing which LLM to use! 🎯 Wrote a guide on building an evaluation pipeline with MLflow. Docker Compose + Python + Ollama = systematic model comparison. #MLflow #AI #DevOps www.lotharschulz.info/2025/12/08/c...
Stop blaming your git skills. This GitHub push failure wasn't about your code — it was about your SSO authority. A developer could clone a GitHub repository successfully, however failed to push updates to it. www.lotharschulz.info/2025/11/16/g...
⚠️ #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...
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
Keine #BoundedContext bei Netflix: Irrweg oder Inspiration? #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
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
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
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.
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
📢 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...
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...
🚀 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
#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...
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.
gally.net
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...
📊 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
