PMB (Personal Memory Brain) Earns a 115 Proof of Usefulness Score by Building Local-First Persistent Post date August 18, 2026 Post author By Oleksii Bondar Post categories In ai-coding-agents, cross-session-memory, hackernoon-hackathon, local-first-ai, model-context-protocol, persistent-ai-memory, personal-memory-brain, proof-of-usefulness-hackathon
The Architecture of Local-First AI Memory: No Cloud, No Keys, No Read-Time LLMs Post date June 15, 2026 Post author By Oleksii Bondar Post categories In ai-agents, ai-memory, ai-memory-architecture, claude, local-ai, local-first-architecture, mcp, semantic-search
How I built local-first memory for Claude Code, Cursor, and Codex – 94.5% LoCoMo recall@10, 70ms p50 Post date June 1, 2026 Post author By Oleksii Bondar Post categories In ai, developer-tools, large-language-models, machine-learning, mcp, open source, programming, python
Scaling Real-Time Video on AWS: How We Keep WebRTC Latency Below 150ms with Kubernetes Autoscaling Post date July 17, 2025 Post author By Oleksii Bondar Post categories In aws-route-53-dns, cloud, dtls-srtp-security, kubernetes, real-time-video-encryption, video-streaming, webrtc, webrtc-scaling
Under the Hood of WebRTC: From SDP to ICE and DTLS in Production Post date July 6, 2025 Post author By Oleksii Bondar Post categories In debugging-tips, hackernoon-top-story, ice-and-dtls-in-production, it, real-time-communication, software engineering, software-development, webrtc
Unveiling GitHub’s Secret Blueprint—How to Handle Millions of Transactions Daily Post date March 2, 2025 Post author By Oleksii Bondar Post categories In algorithms, architecture, diff-algorithm-implementation, github, github-transaction-processing, hackernoon-top-story, JavaScript, scalability
This Web IDE Runs Your Code in the Cloud—Without Melting Your Laptop Post date February 21, 2025 Post author By Oleksii Bondar Post categories In docker, grpc, hackernoon-top-story, ide, microservices, scalability, software-architecture, websocket