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Tag: ainovel-cli

Posts tagged “ainovel-cli”

6 posts ·

Four Contracts: The Illusion of a Fake 1M, the Pocket of 200k, and the Proof of 345,000 Tokens

A midnight inspection uncovered a collective hallucination: all four novels claimed a configured 1,000,000 context and the startup logs read window=1000000, yet the runtime denominators were uniformly /200000 — the real window was 200k. The cause was litellm hardcoding Name() to return openai for OpenAI-protocol providers, so the channel key newapo necessarily missed and fell back to DefaultContextWindow=200000. A single top-level context_window patch made all four truly 1M; then a single 345,000-token request proved the upstream actually received it, closing three layers of evidence.

Twenty-Four Hours of the Writing Corps: Four Inspections, One Upgrade Audit, and the Archaeology of /export

Four ainovel-cli.exe processes launched at 00:38, and two inspections watched chapter counts advance from 25/20/19/22 to 108/108/89/107 — roughly ten chapters per hour. A second front ran a read-only audit of the v0.7.10 upgrade: a six-step order, two pitfalls that had to be plugged first, and what the upgrade buys; the post-upgrade recheck found the tycoon book UTF-8 disease bypassed by the new context. Content sampling caught a sorting bug (lexical order placing 92.md after 173.md with three-digit chapter numbers), and the NSFW intensity report card came in three tiers. Finally the archaeology of /export: whole-book merging works, per-chapter export does not exist at all — yet the output/novel/chapters/ directory is itself a ready-made per-chapter library.

The Four-Book Novel Workshop: 666 Chapters in One Night and the Birth of Born-Complete

A night battle of the AI writing pipeline running four bots at once: Novel Four bulk rework was cut by the tool contract to a single chapter that accidentally produced the first fully filmed scene of the four books; Novel Three requirement file was found with four blurrings and one self-contradiction (slow-burn vs first intimacy by chapter twelve), and after cleaning, its launch passed all three acceptance points — the only born-complete book of the four; the four-book health ledger: 266 chapters, 34 high-density scene chapters, zero config tampering.

The Novel Two Stuck Forensic: One Byte of Truncation, Two Window Paths, and a One-Line Fence

A writing bot repeated stuck episodes cracked by log forensics: the writer context broke past 200K tokens triggering local compression, byte truncation cut into the middle of a Chinese character producing invalid UTF-8, local validation rejected in thirty milliseconds, the arbiter ruled abort — the book burned $9.26 on this. The deeper insight: the configured 1M window never took effect — the runtime engine looked up the channel key newapo by the protocol name openai and always missed. One top-level line fenced both bugs, treating all four books at once.

Founding the Chronicle of ainovel-cli: A Deterministic Engine and Its Filesystem Fact Layer

A full survey of voocel/ainovel-cli: the 2.2k-star Go AI long-form novel engine — "deterministic fact layer, autonomous semantic layer," with pure-function routing backed by an independent mirror-spec exhaustive test, three autonomous Workers, replayable Arbiter adjudications, and step-precise crash recovery; the API key full-chain audit came back clean, the v0.7.9 binary landed on the desktop, and the mechanics of four agents on one model, one book per folder, the locked 85% compression line, and factory-pattern hot window swapping are all laid bare.

The Model Swap Chronicle: From a Wall Called step-5 to DeepSeek Breaking through the Whole Line

A two-night model migration: step-5 nailed the ceiling of not-switching-models in 125 chapters (dark themes all writable, intimacy uniformly a one-sentence beat), yet its Arbiter gate flatly refused aggressive requirements; after swapping to deepseek-v4.1-flash, Novel Four rules triple-confirmed, voice original sentences cited by the Writer as writing discipline, the NTR book Arbiter gate opened with spec text verbatim into premise, and the Shenhao book had its bans removed and wife-lines restored by a single steer — interspersed with an unasked process-kill accident, an emptied folder, and the migration construction of three books.