Add blog post: No Token Left Behind — TITO in Miles (#335)

* Add blog post: No Token Left Behind — TITO in Miles

Introduces the Token-In-Token-Out (TITO) design principle in the
Miles RL framework: three common failure modes (detokenize-retokenize
mismatch, chat-template cut-thinking, lossy re-rendering) and the
four-component implementation (inference session server, append-only
enforcement at three levels, pluggable TITO tokenizer with per-model
splice-point patches, and a token-sequence comparator with CI
verification).

* Update author to RadixArk Miles RL Team

* Shorten author to Miles Team

* Add captions to Qwen3 / GLM-4.7 splice-point diagrams

* Update session-server and scenario2 cut-think diagrams

* Replace author with full contributor list

* Add caption for inference session server diagram

* Update session-server diagram

* Prefix author line with 'Miles Team:'

* Drop pad-token early-stopping bullet from assistant-text failure modes

* Add DeepSeek-V4 to supported models (tool-role only)

* Clarify thinking/non-thinking wording and add GLM-5.1 to supported models

* Move DeepSeek-v4 tool-role caveat below the role-surface list

* Mark Deepseek-v4 exception inline in role-surface intro

* Update date to June 5; combine closing paragraph into a proper ending

* Update scenario2-cut-think.png blog image

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* Add link to miles agentic chat-template doc in TITO blog

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* Correct Deepseek tool-surface scope: v3.2 also only supports {tool}

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* Update scenario2-cut-think.png: drop (user message) line from harness output box

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* Update scenario2-cut-think.png blog image

* Reword and bold the closing try-it-out CTA line

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Co-authored-by: Shi Dong <shi.dong@radixark.ai>
Co-authored-by: Jiajun Li <guapisolo@gmail.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

Author: 4 people