Document Registry

The permanent, citable index of every document published on devinfo.dev. Each document is assigned an immutable identifier of the form devinfo.dev:YYYY.NNNN at first publication. The identifier never changes — even if a title, slug, or address changes. Cite the identifier or its permalink https://devinfo.dev/d/{id}; both resolve permanently to the document.

70 documents registered.

IdentifierDateTitle
devinfo.dev:2026.0070 July 18, 2026 The Tokenizer Decides What the Model Can See
devinfo.dev:2026.0069 July 17, 2026 Fine-Tuning Is Usually Not the First Move
devinfo.dev:2026.0068 July 16, 2026 Continuous Batching Is Why Your Server Is Fast
devinfo.dev:2026.0067 July 15, 2026 Speculative Decoding Is a Bet on the Draft
devinfo.dev:2026.0066 July 14, 2026 Retrieval Is a Ranking Problem
devinfo.dev:2026.0065 July 13, 2026 Quantization Is a Memory-Bandwidth Decision
devinfo.dev:2026.0064 July 12, 2026 The Adapter Is Not the Model
devinfo.dev:2026.0063 July 11, 2026 The Image Is a Token Budget
devinfo.dev:2026.0062 July 10, 2026 The Embedding Is Not the Default
devinfo.dev:2026.0061 July 9, 2026 Perplexity Is Not a Proxy
devinfo.dev:2026.0060 July 8, 2026 The Grammar Is the Guarantee
devinfo.dev:2026.0059 July 7, 2026 Calibration Is the Work
devinfo.dev:2026.0058 July 6, 2026 The Protocol Is the Integration
devinfo.dev:2026.0057 July 6, 2026 Synthetic Data for Fine-Tuning: The Engineering Guide
devinfo.dev:2026.0056 July 5, 2026 The Activation Is a Gate
devinfo.dev:2026.0055 July 4, 2026 The Draft Model Does the Work
devinfo.dev:2026.0054 July 3, 2026 Position Is a Rotation
devinfo.dev:2026.0053 July 2, 2026 The Schema Is the Spec
devinfo.dev:2026.0052 July 1, 2026 Position Is Not Neutral
devinfo.dev:2026.0051 June 30, 2026 Thinking Tokens Are Compute
devinfo.dev:2026.0050 June 29, 2026 The System Prompt Is Load-Bearing
devinfo.dev:2026.0049 June 29, 2026 The Memory Wall: A Field Guide to LLM Inference on Consumer Hardware
devinfo.dev:2026.0048 June 28, 2026 The Chat Template Is the Interface
devinfo.dev:2026.0047 June 27, 2026 The Scheduler Is Not the Model
devinfo.dev:2026.0046 June 26, 2026 Attention Heads Are Not Equal
devinfo.dev:2026.0045 June 25, 2026 Sparsity Is Not Speed
devinfo.dev:2026.0044 June 24, 2026 Distillation Is Not Compression
devinfo.dev:2026.0043 June 23, 2026 PagedAttention Is an OS Idea
devinfo.dev:2026.0042 June 22, 2026 RAG Is a Retrieval Problem: Chunking, Indexing, and Why Engineers Get It Backwards
devinfo.dev:2026.0041 June 22, 2026 gather() Is Not Structured Concurrency
devinfo.dev:2026.0040 June 21, 2026 Prefill Is the Stall
devinfo.dev:2026.0039 June 20, 2026 Alignment Is an Engineering Decision
devinfo.dev:2026.0038 June 19, 2026 Sparse Is Not Small
devinfo.dev:2026.0037 June 18, 2026 Sampling Is a Filter
devinfo.dev:2026.0036 June 17, 2026 The Router Is the System
devinfo.dev:2026.0035 June 16, 2026 Compression Is Not Cheating
devinfo.dev:2026.0034 June 15, 2026 The While Loop Is the Easy Part: Engineering Agents for Production
devinfo.dev:2026.0033 June 15, 2026 The Prompt Is a Program
devinfo.dev:2026.0032 June 14, 2026 Long Context Is Not Long Attention
devinfo.dev:2026.0031 June 13, 2026 Parallelism Is a Topology Decision
devinfo.dev:2026.0030 June 12, 2026 Merging Is Not Training
devinfo.dev:2026.0029 June 11, 2026 The Tokenizer Is the Bug
devinfo.dev:2026.0028 June 10, 2026 GGUF Is a Container, Not Just Weights
devinfo.dev:2026.0027 June 9, 2026 Flash Attention Is an IO Problem
devinfo.dev:2026.0026 June 8, 2026 Prefix Caching Is Free Throughput
devinfo.dev:2026.0025 June 8, 2026 Evals Are Not Optional
devinfo.dev:2026.0024 June 7, 2026 Continuous Batching: The Throughput Multiplier
devinfo.dev:2026.0023 June 5, 2026 LoRA Is Not Fine-Tuning
devinfo.dev:2026.0022 June 4, 2026 Steering Is Not Prompting
devinfo.dev:2026.0021 June 3, 2026 The KV Cache Is Your Real Memory Budget
devinfo.dev:2026.0020 June 2, 2026 Attention Sinks: The Tokens That Hold Everything Together
devinfo.dev:2026.0019 June 1, 2026 The Tool Is Not the Model
devinfo.dev:2026.0018 June 1, 2026 Fine-Tuning, RAG, or Prompting: An Engineering Decision
devinfo.dev:2026.0017 May 31, 2026 Embeddings Are Not Optional
devinfo.dev:2026.0016 May 30, 2026 Temperature Is Not Creativity
devinfo.dev:2026.0015 May 29, 2026 Retrieval Is the Weakest Link
devinfo.dev:2026.0014 May 28, 2026 Prompt Caching Is Free Money
devinfo.dev:2026.0013 May 27, 2026 The LocalLLM Engine Stack: One API, Multiple Backends, Zero Lock-in
devinfo.dev:2026.0012 May 27, 2026 Structured Outputs Are a Contract
devinfo.dev:2026.0011 May 27, 2026 OpenCode with Local Models: Pointing Your Coding Agent at Your Own Inference
devinfo.dev:2026.0010 May 27, 2026 Ollama Beyond Defaults: Custom Model Paths on Windows and WSL
devinfo.dev:2026.0009 May 27, 2026 From Free Tier to Sovereignty: Running Inference on Cloud ARM Instances
devinfo.dev:2026.0008 May 26, 2026 The Model Is Not the Agent
devinfo.dev:2026.0007 May 25, 2026 Speculative Decoding: The Free Tokens
devinfo.dev:2026.0006 May 25, 2026 Choosing Your Inference Engine: llama.cpp, Ollama, and vLLM
devinfo.dev:2026.0005 May 24, 2026 Your Infrastructure Should Not Need Permission
devinfo.dev:2026.0004 May 24, 2026 Quantization Is a Design Decision
devinfo.dev:2026.0003 May 23, 2026 The Cost of Abstraction
devinfo.dev:2026.0002 May 23, 2026 Context Is Not Memory
devinfo.dev:2026.0001 May 20, 2026 Clarity is Kindness