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📰 Dev.to · UnitBuilds

12 articles · Updated every 3 hours · View all reads

All Articles 173,163Blog Posts 163,816Tech Tutorials 46,199Research Papers 33,857News 21,839 ⚡ AI Lessons
Vector Strike: Semantic Search Database Defender
Dev.to · UnitBuilds 🔍 RAG & Vector Search ⚡ AI Lesson 1mo ago
Vector Strike: Semantic Search Database Defender
Protect your database partitions in this retro vector-graphics arcade game. Configure query channel vectors, project vector embeddings, and traverse nearest-nei
Token Factory: Understanding the pipeline
Dev.to · UnitBuilds 🧠 Large Language Models ⚡ AI Lesson 1mo ago
Token Factory: Understanding the pipeline
Design, build, and optimize LLM serving engine pipelines. Route prompt activations, allocate virtual KV-cache pages, and configure speculative decoding gates to
Day 3: Watch your grammar with AI, it may cost you — Understanding BPE Tokenizers 🍓🔡
Dev.to · UnitBuilds 🧠 Large Language Models ⚡ AI Lesson 2mo ago
Day 3: Watch your grammar with AI, it may cost you — Understanding BPE Tokenizers 🍓🔡
LLMs don't read letters. They read tokens. This interactive BPE sandbox shows you exactly why — and lets you exploit it.
The Orchestrator's Dilemma: Are We Developers or Just Quest Givers?
Dev.to · UnitBuilds 💻 AI-Assisted Coding ⚡ AI Lesson 2mo ago
The Orchestrator's Dilemma: Are We Developers or Just Quest Givers?
An existential look at how AI is shifting the developer's role from the main character writing the code to an orchestrator directing a swarm.
LLMs are Demented!
Dev.to · UnitBuilds 🧠 Large Language Models ⚡ AI Lesson 2mo ago
LLMs are Demented!
Crossword puzzles are easy. But what if you had to solve one while running inside the hardware constraints of a Large Language Model?
Shelved Projects #2: Talent by UnitBuilds (TUB) - Escaping the Tech Deadzones
Dev.to · UnitBuilds 🤖 AI Agents & Automation ⚡ AI Lesson 2mo ago
Shelved Projects #2: Talent by UnitBuilds (TUB) - Escaping the Tech Deadzones
Why I built an autonomous recruitment engine to solve the 'not from the US' resume binning problem, and how low-level constraints ended up shelving it.
V.E.L.O.C.I.T.Y.-OS: NDA – The Birth of an AI-Native Language (Part 2)
Dev.to · UnitBuilds 🧠 Large Language Models ⚡ AI Lesson 2mo ago
V.E.L.O.C.I.T.Y.-OS: NDA – The Birth of an AI-Native Language (Part 2)
How I designed a binary, Merkle-verified triplet language to eliminate context window bloat and code generation hallucinations.
Stop Giving LLMs Raw HTML: Build a Graph-Native, 96% More Efficient MCP Web Browser
Dev.to · UnitBuilds 🧠 Large Language Models ⚡ AI Lesson 3mo ago
Stop Giving LLMs Raw HTML: Build a Graph-Native, 96% More Efficient MCP Web Browser
How we built MCP Lite: A standalone, graph-native Model Context Protocol browser that bypasses bot protection, prunes DOMs by 96%, and logs layouts to Neo4j.