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⚡ AI Lessons

Dev.to · UnitBuilds
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
The 50k LOC diff
For those not keeping up, I'm developing V.E.L.O.C.I.T.Y. IDE currently. Built from the ground up to...

Dev.to · UnitBuilds
🔧 Backend Engineering
⚡ AI Lesson
1mo ago
From 5,000-Parameter Failures to a 2.5D Dream: My Quest to Out-Simulate Dwarf Fortress
How a solo developer is building a high-performance 2.5D simulation engine in Rust, aiming to match and surpass Dwarf Fortress's depth.

Dev.to · UnitBuilds
🧠 Large Language Models
⚡ AI Lesson
1mo ago
Model Kombat: The LLM Fighting Game!
A retro-cyber fighting game where Large Language Models face off. Parameter counts scale rendering quality, reasoning tokens fuel specials, and context eviction

Dev.to · UnitBuilds
🧠 Large Language Models
⚡ AI Lesson
1mo 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

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

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

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.

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.

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?

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.

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.

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.
DeepCamp AI