Vitalii Zahoruiko
@zahoruiko.bsky.social
CTO | 20+ yrs in IT | Building scalable systems & AI solutions | Helping devs grow their careers | Exploring tech, SaaS, and IT outsourcing | 🚀 Sharing insights on IT careers & startups
My free e-book about tech career https://l.zahoruiko.dev/Ek3QUw
My free e-book about tech career https://l.zahoruiko.dev/Ek3QUw
Pinned
Git-MCP: fewer AI hallucinations in code.
Give your AI assistant live access to repo docs & code - swap github.com → gitmcp.io and add the MCP server. Works with all AI IDE with MCP. Free & OSS: gitmcp.io
#MCP #AI #DevTools #GitHub
Give your AI assistant live access to repo docs & code - swap github.com → gitmcp.io and add the MCP server. Works with all AI IDE with MCP. Free & OSS: gitmcp.io
#MCP #AI #DevTools #GitHub
GitMCP
Instantly create an MCP server for any GitHub project
gitmcp.io
August 25, 2025 at 7:21 AM
Spec Workflow MCP 🚀 — spec-driven workflows for your IDE.
Bring structure & predictability (Reqs → Design → Tasks) into MCP-powered agents/IDEs.
✅ MCP server
✅ Web dashboard (specs, approvals, progress)
✅ Templates & steering docs
🔗
Bring structure & predictability (Reqs → Design → Tasks) into MCP-powered agents/IDEs.
✅ MCP server
✅ Web dashboard (specs, approvals, progress)
✅ Templates & steering docs
🔗
GitHub - Pimzino/spec-workflow-mcp: A Model Context Protocol (MCP) server that provides structured spec-driven development workflow tools for AI-assisted software development, featuring a real-time web dashboard for monitoring and managing your project's progress.
A Model Context Protocol (MCP) server that provides structured spec-driven development workflow tools for AI-assisted software development, featuring a real-time web dashboard for monitoring and ma...
github.com
August 18, 2025 at 7:21 AM
Spec Workflow MCP 🚀 — spec-driven workflows for your IDE.
Bring structure & predictability (Reqs → Design → Tasks) into MCP-powered agents/IDEs.
✅ MCP server
✅ Web dashboard (specs, approvals, progress)
✅ Templates & steering docs
🔗
Bring structure & predictability (Reqs → Design → Tasks) into MCP-powered agents/IDEs.
✅ MCP server
✅ Web dashboard (specs, approvals, progress)
✅ Templates & steering docs
🔗
Just released & free (beta): Google’s Gemini CLI GitHub Action
– Automates triage (label/prioritize/assign)
– PR reviews with concrete suggestions
Examples: comment @gemini-cli /review on a PR; run nightly /triage for new issues.
Get started → github.com/marketplace/...
– Automates triage (label/prioritize/assign)
– PR reviews with concrete suggestions
Examples: comment @gemini-cli /review on a PR; run nightly /triage for new issues.
Get started → github.com/marketplace/...
Run Gemini CLI - GitHub Marketplace
Invoke the Gemini CLI from a GitHub Action
github.com
August 14, 2025 at 2:58 PM
Just released & free (beta): Google’s Gemini CLI GitHub Action
– Automates triage (label/prioritize/assign)
– PR reviews with concrete suggestions
Examples: comment @gemini-cli /review on a PR; run nightly /triage for new issues.
Get started → github.com/marketplace/...
– Automates triage (label/prioritize/assign)
– PR reviews with concrete suggestions
Examples: comment @gemini-cli /review on a PR; run nightly /triage for new issues.
Get started → github.com/marketplace/...
🔥 Google just updated Gemini 2.5 Pro
The model now tops the WebDev Arena Leaderboard, surpassing Claude 3.7 Sonnet in frontend development.
The new version improves code generation, and reduces errors in function calling.
l.zahoruiko.dev/S3YFvv
The model now tops the WebDev Arena Leaderboard, surpassing Claude 3.7 Sonnet in frontend development.
The new version improves code generation, and reduces errors in function calling.
l.zahoruiko.dev/S3YFvv
Gemini 2.5 Pro Preview: even better coding performance
Explore the new Gemini 2.5 Pro I/O Edition, featuring enhanced coding performance, video to code capabilities, and improvements for front-end web development.
l.zahoruiko.dev
May 7, 2025 at 5:14 AM
🔥 Google just updated Gemini 2.5 Pro
The model now tops the WebDev Arena Leaderboard, surpassing Claude 3.7 Sonnet in frontend development.
The new version improves code generation, and reduces errors in function calling.
l.zahoruiko.dev/S3YFvv
The model now tops the WebDev Arena Leaderboard, surpassing Claude 3.7 Sonnet in frontend development.
The new version improves code generation, and reduces errors in function calling.
l.zahoruiko.dev/S3YFvv
🧙♂️ Evaluation Wizard - the tool that evaluates and tests any LLM! A treasure for everyone building AI apps.
The tool runs 30+ evaluations, simulating different actions.
Run tests and identify errors across all LLMs to compare and choose the best fit.
The tool runs 30+ evaluations, simulating different actions.
Run tests and identify errors across all LLMs to compare and choose the best fit.
GitHub - langwatch/langwatch: The open LLM Ops platform - Traces, Analytics, Evaluations, Datasets and Prompt Optimization ✨
The open LLM Ops platform - Traces, Analytics, Evaluations, Datasets and Prompt Optimization ✨ - langwatch/langwatch
github.com
May 5, 2025 at 7:21 AM
🧙♂️ Evaluation Wizard - the tool that evaluates and tests any LLM! A treasure for everyone building AI apps.
The tool runs 30+ evaluations, simulating different actions.
Run tests and identify errors across all LLMs to compare and choose the best fit.
The tool runs 30+ evaluations, simulating different actions.
Run tests and identify errors across all LLMs to compare and choose the best fit.
New tools for language learners! 🗣️ Google's just-launched "Little Language Lessons" experiments use Gemini for real-world vocab, slang & camera-based learning.
Check out the tech behind these new features detailed by @GoogleDevs: developers.googleblog.com/en/how-its-m...
Check out the tech behind these new features detailed by @GoogleDevs: developers.googleblog.com/en/how-its-m...
How It’s Made: Little Language Lessons uses Gemini’s multilingual capabilities to personalize language learning
Explore how the Little Language Lessons project leverages Gemini's API and Cloud services to personalize language learning.
developers.googleblog.com
May 1, 2025 at 2:58 PM
New tools for language learners! 🗣️ Google's just-launched "Little Language Lessons" experiments use Gemini for real-world vocab, slang & camera-based learning.
Check out the tech behind these new features detailed by @GoogleDevs: developers.googleblog.com/en/how-its-m...
Check out the tech behind these new features detailed by @GoogleDevs: developers.googleblog.com/en/how-its-m...
Want to give LLMs long-term memory & better reasoning? 🤔 Came across Letta (formerly MemGPT)!
✨ Helps build agents that learn from data.
🔧 Convenient SDKs (Python/TS) & REST API.
👀 Visualize agent behavior with the ADE.
🔗 www.letta.com
#ArtificialIntelligence
✨ Helps build agents that learn from data.
🔧 Convenient SDKs (Python/TS) & REST API.
👀 Visualize agent behavior with the ADE.
🔗 www.letta.com
#ArtificialIntelligence
Letta
The platform for stateful agents. Build AI agents with long-term memory, advanced reasoning, and custom tools inside a visual environment using the Agent Development Environment, or with Python and…
www.letta.com
April 28, 2025 at 7:21 AM
Want to give LLMs long-term memory & better reasoning? 🤔 Came across Letta (formerly MemGPT)!
✨ Helps build agents that learn from data.
🔧 Convenient SDKs (Python/TS) & REST API.
👀 Visualize agent behavior with the ADE.
🔗 www.letta.com
#ArtificialIntelligence
✨ Helps build agents that learn from data.
🔧 Convenient SDKs (Python/TS) & REST API.
👀 Visualize agent behavior with the ADE.
🔗 www.letta.com
#ArtificialIntelligence
Our journey using AI tools like Manatal, HireVue and BambooHR to transform our talent management.
The future of HR isn't robots replacing humans — it's technology handling the boring stuff so HR pros can focus on what matters: people.
The future of HR isn't robots replacing humans — it's technology handling the boring stuff so HR pros can focus on what matters: people.
From Hiring Headaches to HR Heroes: How AI Tools Changed Our Team
How smart technology rescued our HR team from paperwork hell and turned them into strategic talent wizards who build awesome teams.
l.zahoruiko.dev
March 6, 2025 at 3:58 PM
Our journey using AI tools like Manatal, HireVue and BambooHR to transform our talent management.
The future of HR isn't robots replacing humans — it's technology handling the boring stuff so HR pros can focus on what matters: people.
The future of HR isn't robots replacing humans — it's technology handling the boring stuff so HR pros can focus on what matters: people.
💡 Junior devs outperforming seniors? AI making it possible! Discover how new AI tools are revolutionizing IT learning, from personalized tutorials to risk-free practice environments.
Real examples, real results: https://l.zahoruiko.dev/lTL0EI
#AIinTech #ITCareer #TechEducation #Innovation"
Real examples, real results: https://l.zahoruiko.dev/lTL0EI
#AIinTech #ITCareer #TechEducation #Innovation"
How AI is Revolutionizing Tech Learning
From Code Companions to AI Simulations
l.zahoruiko.dev
February 24, 2025 at 8:21 AM
💡 Junior devs outperforming seniors? AI making it possible! Discover how new AI tools are revolutionizing IT learning, from personalized tutorials to risk-free practice environments.
Real examples, real results: https://l.zahoruiko.dev/lTL0EI
#AIinTech #ITCareer #TechEducation #Innovation"
Real examples, real results: https://l.zahoruiko.dev/lTL0EI
#AIinTech #ITCareer #TechEducation #Innovation"
🐍 Thinking about becoming a Python developer in 2025?
Just wrote a practical guide on what actually matters (and what you can safely ignore).
From modern frameworks to ML/DevOps - everything you need to know to stay relevant as a Python dev.
https://l.zahoruiko.dev/GjE4J0
#Python #programming
Just wrote a practical guide on what actually matters (and what you can safely ignore).
From modern frameworks to ML/DevOps - everything you need to know to stay relevant as a Python dev.
https://l.zahoruiko.dev/GjE4J0
#Python #programming
So You Want to Become a Python Developer in 2025? Here's What You Need to Know
A No-Nonsense Guide to Learning Python That Actually Matters (And What You Can Safely Ignore)
open.substack.com
February 18, 2025 at 7:41 AM
🐍 Thinking about becoming a Python developer in 2025?
Just wrote a practical guide on what actually matters (and what you can safely ignore).
From modern frameworks to ML/DevOps - everything you need to know to stay relevant as a Python dev.
https://l.zahoruiko.dev/GjE4J0
#Python #programming
Just wrote a practical guide on what actually matters (and what you can safely ignore).
From modern frameworks to ML/DevOps - everything you need to know to stay relevant as a Python dev.
https://l.zahoruiko.dev/GjE4J0
#Python #programming
🚀 Jumpstart your Cloud Engineering career with a solid Personal Development Plan (PDP)!
Learn key skills, set SMART goals, and get a ready-to-use PDP template.
Read more in my post: https://l.zahoruiko.dev/J72GLB
#CloudComputing #DevOps #CareerGrowth
Learn key skills, set SMART goals, and get a ready-to-use PDP template.
Read more in my post: https://l.zahoruiko.dev/J72GLB
#CloudComputing #DevOps #CareerGrowth
Personal Development Plan for Junior Cloud Engineers: How to Create + Template
A comprehensive guide to creating a PDP tailored specifically for junior cloud engineers
l.zahoruiko.dev
February 13, 2025 at 3:58 PM
🚀 Jumpstart your Cloud Engineering career with a solid Personal Development Plan (PDP)!
Learn key skills, set SMART goals, and get a ready-to-use PDP template.
Read more in my post: https://l.zahoruiko.dev/J72GLB
#CloudComputing #DevOps #CareerGrowth
Learn key skills, set SMART goals, and get a ready-to-use PDP template.
Read more in my post: https://l.zahoruiko.dev/J72GLB
#CloudComputing #DevOps #CareerGrowth
Want to master AI/ML in 2025? 🚀
I've compiled a complete roadmap of FREE university courses from Harvard, Stanford & IBM - from basics to advanced model development.
Check out the full guide here: l.zahoruiko.dev/RBuUxz
#AI #MachineLearning
I've compiled a complete roadmap of FREE university courses from Harvard, Stanford & IBM - from basics to advanced model development.
Check out the full guide here: l.zahoruiko.dev/RBuUxz
#AI #MachineLearning
Master AI/ML in 2025 with free, university-level courses
List of free* courses, primarily from universities, to help master the necessary AI skills
l.zahoruiko.dev
February 11, 2025 at 9:18 PM
Want to master AI/ML in 2025? 🚀
I've compiled a complete roadmap of FREE university courses from Harvard, Stanford & IBM - from basics to advanced model development.
Check out the full guide here: l.zahoruiko.dev/RBuUxz
#AI #MachineLearning
I've compiled a complete roadmap of FREE university courses from Harvard, Stanford & IBM - from basics to advanced model development.
Check out the full guide here: l.zahoruiko.dev/RBuUxz
#AI #MachineLearning
The IT job market is evolving FAST 🚀
What skills will be in demand in 2025-2030? How can you stay ahead?
I broke down key insights from the World Economic Forum’s data in my latest Substack post. Check it out here: 👇
📩 l.zahoruiko.dev/XiRrO5
What skills will be in demand in 2025-2030? How can you stay ahead?
I broke down key insights from the World Economic Forum’s data in my latest Substack post. Check it out here: 👇
📩 l.zahoruiko.dev/XiRrO5
The Future of IT Careers: What the World Economic Forum's Data Tells Us About 2025-2030
How to Stay Relevant in Tech: Steps You Should Take Today
l.zahoruiko.dev
February 7, 2025 at 1:57 PM
The IT job market is evolving FAST 🚀
What skills will be in demand in 2025-2030? How can you stay ahead?
I broke down key insights from the World Economic Forum’s data in my latest Substack post. Check it out here: 👇
📩 l.zahoruiko.dev/XiRrO5
What skills will be in demand in 2025-2030? How can you stay ahead?
I broke down key insights from the World Economic Forum’s data in my latest Substack post. Check it out here: 👇
📩 l.zahoruiko.dev/XiRrO5