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Vladyslav Donchenko profile picture

Vladyslav Donchenko

I'm Vlad — CTO at VSE BUDE IT, where we bring security-first AI into PropTech and real estate without the hype tax. 3rd decade dedicated to software engineering excellence.

Location Turkey Joined Joined on  Personal website https://www.vsebude.it
Your Coding Agent Passes the Tests. Watch What Happens When It Has to Extend Its Own Code.
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Your Coding Agent Passes the Tests. Watch What Happens When It Has to Extend Its Own Code.

#aiagents #softwaredevelopment #machinelearning #webdev
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2 min read
An AI Agent Canceled Every Stripe Subscription in 7 Seconds. The Model Isn't the Problem.
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An AI Agent Canceled Every Stripe Subscription in 7 Seconds. The Model Isn't the Problem.

#aiagents #security #softwaredevelopment #webdev
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2 min read
RAG Retrieves. Fine-Tuning Forgets. HyperNetworks Inject - and Now We Have the Scaling Laws.
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RAG Retrieves. Fine-Tuning Forgets. HyperNetworks Inject - and Now We Have the Scaling Laws.

#aiagents #machinelearning #softwaredevelopment #productivity
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2 min read
Sakana AI's Fugu-Cyber Tops the Cybersecurity Benchmarks. Their Bigger Argument: The Model Isn't the Hard Part.
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Sakana AI's Fugu-Cyber Tops the Cybersecurity Benchmarks. Their Bigger Argument: The Model Isn't the Hard Part.

#security #aiagents #machinelearning #softwaredevelopment
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2 min read
Visa Open-Sourced an 11-Stage AI Security Pipeline. The Key Insight Isn't Discovery - It's Triage Speed.
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Visa Open-Sourced an 11-Stage AI Security Pipeline. The Key Insight Isn't Discovery - It's Triage Speed.

#security #aiagents #softwaredevelopment #machinelearning
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2 min read
The Hidden Bottleneck in Agent Evolution: What Harness Handbook Reveals About How AI Systems Break
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The Hidden Bottleneck in Agent Evolution: What Harness Handbook Reveals About How AI Systems Break

#aiagents #machinelearning #softwaredevelopment #proptech
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3 min read
To Every Agent Its Own Database: Why the Shared Data Warehouse Is the Wrong Model for AI Agents
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To Every Agent Its Own Database: Why the Shared Data Warehouse Is the Wrong Model for AI Agents

#ai #dataengineering #duckdb #aiagents
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4 min read
"From Chatbot to Teammate: What Claude Tag Signals for How We Work"
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"From Chatbot to Teammate: What Claude Tag Signals for How We Work"

#ai #agents #productivity #llm
1
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2 min read
"LLM Inference Optimization: The Line Item That Decides If Your AI Ships"
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"LLM Inference Optimization: The Line Item That Decides If Your AI Ships"

#ai #llm #machinelearning #performance
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2 min read
"Sakana Fugu: When Orchestrating Models Beats Owning One"
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"Sakana Fugu: When Orchestrating Models Beats Owning One"

#ai #llm #agents #machinelearning
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2 min read
"One Model, Seven Worlds: What Qwen-AgentWorld Changes About Agentic AI"
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"One Model, Seven Worlds: What Qwen-AgentWorld Changes About Agentic AI"

#ai #agents #machinelearning #proptech
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2 min read
"Your Building Already Knows: Turning Telemetry into Agentic Action"
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"Your Building Already Knows: Turning Telemetry into Agentic Action"

#ai #iot #agents #machinelearning
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2 min read
"LLMs for Ambiguity, Deterministic Agents for Policy: Multi-Agent Contract Compliance"
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"LLMs for Ambiguity, Deterministic Agents for Policy: Multi-Agent Contract Compliance"

#ai #agents #python #go
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2 min read
"GLM-5.2 and the Open-Weight Tipping Point"
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"GLM-5.2 and the Open-Weight Tipping Point"

#ai #llm #opensource #machinelearning
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2 min read
When AI Agents Rewrite Their Own Rules: Self-Improving Harnesses Explained
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When AI Agents Rewrite Their Own Rules: Self-Improving Harnesses Explained

#ai #agents #llm #machinelearning
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3 min read
The Managed Capacity Model: How PropTech Companies Scale Engineering Teams
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The Managed Capacity Model: How PropTech Companies Scale Engineering Teams

#engineering #management #startup #proptech
1
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2 min read
ML-Powered Payment Gateway Optimization for PropTech Platforms
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ML-Powered Payment Gateway Optimization for PropTech Platforms

#engineering #proptech #architecture #webdev
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2 min read
Top 10 PropTech Companies in Europe and USA to Watch in 2025
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Top 10 PropTech Companies in Europe and USA to Watch in 2025

#proptech #realestate #startup #tech
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3 min read
AI Predictive Maintenance for Real Estate: Reducing Downtime and Costs
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AI Predictive Maintenance for Real Estate: Reducing Downtime and Costs

#ai #machinelearning #proptech #realestate
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3 min read
Building a PropTech SaaS Platform: From POC to $1M ARR in 9 Months
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Building a PropTech SaaS Platform: From POC to $1M ARR in 9 Months

#saas #proptech #engineering #webdev
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3 min read
How AI Is Transforming Real Estate Asset Management in Europe
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How AI Is Transforming Real Estate Asset Management in Europe

#ai #machinelearning #proptech #realestate
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3 min read
From Startup to Award Winner: Engineering Lessons from Germany's #1 PropTech
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From Startup to Award Winner: Engineering Lessons from Germany's #1 PropTech

#proptech #ai #casestudy #realestate
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3 min read
KPI-Driven Engineering Culture: How PropTech Leaders Measure What Matters
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KPI-Driven Engineering Culture: How PropTech Leaders Measure What Matters

#engineering #proptech #architecture #webdev
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2 min read
Microservices Architecture for High-Scale Real Estate Data Platforms
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Microservices Architecture for High-Scale Real Estate Data Platforms

#engineering #proptech #architecture #webdev
1
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3 min read
LLM Automation in Property Management: A $6.5M Cost Reduction Case Study
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LLM Automation in Property Management: A $6.5M Cost Reduction Case Study

#ai #machinelearning #proptech #realestate
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3 min read
Agentic AI Best Practices: Shipping Reliable Agents in Production
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Agentic AI Best Practices: Shipping Reliable Agents in Production

#ai #agents #proptech #machinelearning
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4 min read
Building an Agentic Orchestration Layer for PropTech Platforms
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Building an Agentic Orchestration Layer for PropTech Platforms

#ai #agents #proptech #machinelearning
1
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4 min read
Self-Improving AI Agents: Why Evolving Agentic Systems Win in Real Estate
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Self-Improving AI Agents: Why Evolving Agentic Systems Win in Real Estate

#ai #proptech #agents #machinelearning
1
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4 min read
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