Mastering HashMaps for Efficient Code

I’m excited to join the Python Crew Talk on April 21st to share the "from the trenches" evolution of the ROUVY backends. We’ll be moving past the theory and diving into the hard-won lessons of managing 40+ Python microservices in an event-driven world.

Introducing Ably Python SDK V3, rebuilt for production AI infrastructure. AI Transport support is now fully available in Python: ordered token delivery, resumable sessions, multi-device continuity, and live steering. The backend work most teams end up rebuilding themselves, built in from the start. Learn more: https://lnkd.in/dYKaaJeB

🚀 Day 38 – LeetCode Journey Today’s problem: Gray Code ✔️ Generated sequence using bit manipulation ✔️ Applied formula: "i ^ (i >> 1)" ✔️ Ensured only one bit changes between consecutive numbers 💡 Key Insight: Gray Code is useful in minimizing errors in digital communication, as only one bit changes at a time. Using bitwise operations makes the solution both elegant and efficient. This problem improved my understanding of bit manipulation and binary patterns. Exploring deeper into low-level concepts 🔥💪 #LeetCode #Day38 #BitManipulation #Binary #Python #ProblemSolving #CodingJourney #100DaysOfCode

🚀 Day 30 – LeetCode Journey Today’s problem: Reverse Bits ✔️ Implemented using bit manipulation ✔️ Used left shift and bitwise operations efficiently ✔️ Handled fixed 32-bit integer constraint 💡 Key Insight: Bitwise operations allow us to manipulate data at the lowest level. By shifting and rebuilding the number bit by bit, we can reverse it efficiently. This problem strengthened my understanding of binary representation and bit manipulation techniques. 30 days of consistency — and still going strong 💪🔥 #LeetCode #Day30 #BitManipulation #Python #ProblemSolving #CodingJourney #100DaysOfCode

New weekend build: AI Incident Copilot (CLI) in Python. It collects recent logs from systemd (journalctl) and Docker in one command, detects high-signal patterns (timeouts, OOM kills, 5xx errors, disk pressure), and generates a copy-pasteable incident report in under 60 seconds. Zero external APIs. No keys. One pip install. Full write-up (with architecture diagram + step-by-step build): https://lnkd.in/eMKY5hP8 #DevOps #Python #Linux #Docker #SRE #Automation #Incident

Killpy Launches Unified CLI for Python Environment Cleanup 📌 Killpy revolutionizes Python dev cleanup by unifying environment deletion across 11 package managers - from Conda to Pipenv - in one CLI. It smartly targets obsolete artifacts while sparing active setups, slashing disk bloat with zero-risk automation. Perfect for devs drowning in 10–40GB of stale virtual environments. 🔗 Read more: https://lnkd.in/d4n_iGqk #Killpy #Python #Cli #Virtualenvironment #Packagemanager

🚀 Project Update: Automated Image Watermarker Details: A GUI tool built with Tkinter that allows batch processing of images to add custom text watermarks. 🔗 Link: https://lnkd.in/duArQmmv #Python #Automation #Selenium #100DaysOfCode

🚀 Project Update: Automated Image Watermarker Details: A GUI tool built with Tkinter that allows batch processing of images to add custom text watermarks. 🔗 Link: https://lnkd.in/duArQmmv #Python #Automation #Selenium #100DaysOfCode

🚀 Project Update: Automated Image Watermarker Details: A GUI tool built with Tkinter that allows batch processing of images to add custom text watermarks. 🔗 Link: https://lnkd.in/duArQmmv #Python #Automation #Selenium #100DaysOfCode

🚀 The Composite Pattern (Python) The Composite pattern composes objects into tree structures to represent part-whole hierarchies. It lets clients treat individual objects and compositions of objects uniformly. This pattern is beneficial when you need to represent hierarchical structures, such as file systems or organizational charts. The client code can operate on individual components or entire composite structures without knowing the difference. This promotes code reusability and simplifies the client code. #Python #PythonDev #DataScience #WebDev #professional #career #development