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Bohdan Hordii

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Joined Joined on  Personal website https://bohdanhordii.dev github website
Why Your GraphRAG Hallucinates: Fix It with Wilson Loops
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Why Your GraphRAG Hallucinates: Fix It with Wilson Loops

#discuss #ai #architecture #graphrag
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1 min read

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Is Docker Swarm Still Faster Than Kubernetes for Small AI Stacks?
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Is Docker Swarm Still Faster Than Kubernetes for Small AI Stacks?

#discuss #devops #docker #architecture
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2 min read
Cross-Chain Bridges Are Broken: Fixing Them With TLA+
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Cross-Chain Bridges Are Broken: Fixing Them With TLA+

#discuss #architecture #security #web3
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1 min read
Labeling Robot Teleops Is Dead: Enter Chain-of-Dynamics
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Labeling Robot Teleops Is Dead: Enter Chain-of-Dynamics

#discuss #ai #architecture #robotics
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1 min read
Why We Stopped Using Hosted Vector DBs: What Broke in Production
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Why We Stopped Using Hosted Vector DBs: What Broke in Production

#discuss #ai #architecture #devops
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1 min read
Why 2D Gaussian Splatting Bleeds GPU Budgets: Hexels for Real-Time 3D Twins
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Why 2D Gaussian Splatting Bleeds GPU Budgets: Hexels for Real-Time 3D Twins

#ai #architecture #devops #cloud
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3 min read
The 2026 Shift to Sovereign On-Premise AI: Why Mid-Market Enterprises Are Leaving Cloud Wrappers
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The 2026 Shift to Sovereign On-Premise AI: Why Mid-Market Enterprises Are Leaving Cloud Wrappers

#ai #security #devops #cloud
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3 min read
Architectural Deep-Dive: I-HITL: Inalienable Human-in-the-Loop
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Architectural Deep-Dive: I-HITL: Inalienable Human-in-the-Loop

#ai #security #devops #softwareengineering
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3 min read
Architectural Deep-Dive: Patient-specific rubric-based evaluation of large language models across longitudinal cancer care
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Architectural Deep-Dive: Patient-specific rubric-based evaluation of large language models across longitudinal cancer care

#ai #architecture #devops #softwareengineering
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3 min read
Architectural Deep-Dive: Learning Force-Reactive Humanoid Loco-Manipulation
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Architectural Deep-Dive: Learning Force-Reactive Humanoid Loco-Manipulation

#robotics #ai #architecture #systems
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3 min read
Architectural Deep-Dive: Retriever-Free Retrieval: Navigating Documents with Decision Models
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Architectural Deep-Dive: Retriever-Free Retrieval: Navigating Documents with Decision Models

#ai #architecture #devops #softwareengineering
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3 min read
Architectural Deep-Dive: SemantEq: Faithful Bidirectional Equivalence of Formal Statements
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Architectural Deep-Dive: SemantEq: Faithful Bidirectional Equivalence of Formal Statements

#ai #architecture #devops #softwareengineering
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3 min read
Architectural Deep-Dive: Fixing Tool-Call Accuracy in vLLM
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Architectural Deep-Dive: Fixing Tool-Call Accuracy in vLLM

#ai #architecture #devops #softwareengineering
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3 min read
Architectural Deep-Dive: SceneBloom: Agentic Indoor Environment Generation with Realistic and Diverse Layouts for Embodied Learning
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Architectural Deep-Dive: SceneBloom: Agentic Indoor Environment Generation with Realistic and Diverse Layouts for Embodied Learning

#ai #architecture #robotics #devops
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2 min read
Architectural Deep-Dive: Trivy Security Scanner: v0.76.1
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Architectural Deep-Dive: Trivy Security Scanner: v0.76.1

#security #devops #containers #go
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3 min read
Architectural Deep-Dive: EpiSEM-Bench: Evaluating Safety and Evidence Recovery in LLM Agents under Missing Evidence
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Architectural Deep-Dive: EpiSEM-Bench: Evaluating Safety and Evidence Recovery in LLM Agents under Missing Evidence

#ai #architecture #devops #security
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3 min read
Architectural Deep-Dive: METTA: Memory-Enhanced Test-Time Adaptation for Meta-Reinforcement Learning
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Architectural Deep-Dive: METTA: Memory-Enhanced Test-Time Adaptation for Meta-Reinforcement Learning

#ai #architecture #devops #softwareengineering
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3 min read
Architectural Deep-Dive: Cost-Aware Abstention for LLM-Based IT Ticket Classification
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Architectural Deep-Dive: Cost-Aware Abstention for LLM-Based IT Ticket Classification

#ai #architecture #devops #softwareengineering
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3 min read
Architectural Deep-Dive: Qdrant Vector DB: v1.20.0
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Architectural Deep-Dive: Qdrant Vector DB: v1.20.0

#vectordb #rag #architecture #devops
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3 min read
Architectural Deep-Dive: Direct Pass@$k$ Optimization for Thought Pruning: Balancing Quality and Diversity in Test-Time Reasoning
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Architectural Deep-Dive: Direct Pass@$k$ Optimization for Thought Pruning: Balancing Quality and Diversity in Test-Time Reasoning

#ai #architecture #devops #softwareengineering
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3 min read
Architectural Deep-Dive: Trivy Security Scanner: v0.76.0
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Architectural Deep-Dive: Trivy Security Scanner: v0.76.0

#devops #security #docker #softwareengineering
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2 min read
Architectural Deep-Dive: CoopUQ: Robust Multi-Robot Social Navigation via Uncertainty-Aware Cooperative Forecasting
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Architectural Deep-Dive: CoopUQ: Robust Multi-Robot Social Navigation via Uncertainty-Aware Cooperative Forecasting

#robotics #ai #architecture #reinforcementlearning
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2 min read
Architectural Deep-Dive: Reinforcement Learning with Visually Attributable On-Policy Self-Distillation
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Architectural Deep-Dive: Reinforcement Learning with Visually Attributable On-Policy Self-Distillation

#ai #architecture #devops #softwareengineering
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3 min read
Architectural Deep-Dive: OpenVLHarness: Real World Visual Agentic Tool-Use with Multimodal Memory
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Architectural Deep-Dive: OpenVLHarness: Real World Visual Agentic Tool-Use with Multimodal Memory

#ai #architecture #devops #softwareengineering
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3 min read
Architectural Deep-Dive: Qdrant Vector DB: v1.19.2
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Architectural Deep-Dive: Qdrant Vector DB: v1.19.2

#ai #architecture #devops #softwareengineering
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3 min read
Architectural Deep-Dive: AI-Driven Reproducibility and Analytical Robustness in Scientific Discovery
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Architectural Deep-Dive: AI-Driven Reproducibility and Analytical Robustness in Scientific Discovery

#ai #architecture #devops #softwareengineering
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2 min read
Architectural Deep-Dive: vLLM Inference Engine: v0.32.1rc0
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Architectural Deep-Dive: vLLM Inference Engine: v0.32.1rc0

#ai #architecture #devops #softwareengineering
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3 min read
Architectural Deep-Dive: Behavioral Couplings: From Formation to Behavioral Emergence in Language Models
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Architectural Deep-Dive: Behavioral Couplings: From Formation to Behavioral Emergence in Language Models

#security #ai #devsecops #architecture
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3 min read
Architectural Deep-Dive: Language Models Learn to Improve Language Models
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Architectural Deep-Dive: Language Models Learn to Improve Language Models

#ai #architecture #devops #softwareengineering
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2 min read
Architectural Deep-Dive: Librarian Agents: Training LLMs to Curate Long-Context Workspaces that Anticipate Future Queries
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Architectural Deep-Dive: Librarian Agents: Training LLMs to Curate Long-Context Workspaces that Anticipate Future Queries

#ai #architecture #devops #softwareengineering
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3 min read
Why Autonomous Coding Agents Still Require Deterministic Scaffolding
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Why Autonomous Coding Agents Still Require Deterministic Scaffolding

#ai #softwareengineering #python #architecture
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2 min read
How I Protected My Portfolio From AI Vibe-Coders Using Prompt Poisoning & Token Drainers
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How I Protected My Portfolio From AI Vibe-Coders Using Prompt Poisoning & Token Drainers

#ai #architecture #react #webdev
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2 min read
Building a Sub-5ms Sovereign LLM Gateway with Redis and OmniRoute Mesh
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Building a Sub-5ms Sovereign LLM Gateway with Redis and OmniRoute Mesh

#ai #architecture #devops #python
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1 min read
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