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📰 Dev.to · UnitBuilds

14 articles · Updated every 3 hours · View all reads

All Articles 135,738Blog Posts 140,303Tech Tutorials 35,218Research Papers 26,170News 19,121 ⚡ AI Lessons
Epoch Duel: Cyberpunk LLM Alignment Battle
Dev.to · UnitBuilds 🧠 Large Language Models ⚡ AI Lesson 2w ago
Epoch Duel: Cyberpunk LLM Alignment Battle
Test your weights and biases in this cyberpunk TCG card battler. Play datasets, regularize anomalies, and fine-tune your model parameters to outscore the advers
Vector Strike: Semantic Search Database Defender
Dev.to · UnitBuilds ⚡ AI Lesson 2w 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 3w 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 3w 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 3w 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 3w 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 4w 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 1mo 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.
Anyone else getting spikes in readers from weekref.net, yet 0 read time (i.e. bot scraping)?
Dev.to · UnitBuilds 1mo ago
Anyone else getting spikes in readers from weekref.net, yet 0 read time (i.e. bot scraping)?
A post by UnitBuilds
Stop Giving LLMs Raw HTML: Build a Graph-Native, 96% More Efficient MCP Web Browser
Dev.to · UnitBuilds 🧠 Large Language Models ⚡ AI Lesson 2mo 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.