chore(main): release 0.35.0

[appsprout-release-please]

🤖 I have created a release beep boop

0.35.0 (2026-04-08)

Features

• 210 mnemonic-specific scenarios, bespoke generator, fix encoding token limit (3ebecc1)
• add conciseness guidance for structured_concepts encoding (dc6dabe)
• add Gemma 4 E2B spoke GGUF export script (f96dbbb)
• add serve_spokes.py for OpenAI-compatible spoke model serving (26613ab)
• distribution balance data gen, fix batch_encode source preservation (b1bfd96)
• EXP-15 through EXP-19, Gemma 4 adapter, data pipeline, quality testing (e4b94e7)
• EXP-15-19 training research, Gemma 4 adapter, data pipeline (f6ce427)
• EXP-20 data quality pipeline, targeted data generation, MI300X prep (6d75333)
• fix spoke GGUF export, gist merge bug, bump token limits to 4096 (e9fbfaa)
• MI300X Gemma 4 E2B training infrastructure, wandb logging (dc42349)
• Model Control Center with embedded LLM and runtime switching (d2aec19)
• Model Control Center with embedded LLM inference (ad2a86b)
• procedural generator + 96 handwritten mnemonic scenarios v2 (79ed030)
• RotorQ RQ4 quantizer + benchmark scripts (ba8e66d)
• RQ4 GPU inference, RQ3 experiment, spoke fusion, fused GGUF export (b603dbc)
• RQ4 GPU inference, spoke fusion, handoff recall fixes (de1efd5)
• spoke routing infrastructure, llama.cpp inference, TurboQuant reference (f51db44)
• TurboQuant prompt cache compression, EXP-22 registration (f8ccf51)
• update EXP-20 config, pre-register EXP-21 (bottleneck rotation) (040c596)
• v6 smoke test 7/7 stress, add advisory board rule (304d884)

Bug Fixes

• gist merge FK violation, ambiguous column in FTS concept search (042a1e3)
• handoff recall, type-filtered search, consolidation exclusions (0ca58bf)
• preserve full content in handoff-type memories (831a9fe)
• preserve full content in handoff-type memories (ac17492)
• sparse templates with proper gist mapping, dedup to 51 unique (27a400b)
• stress test --checkpoint arg, batch_encode model upgrade, misc fixes (0c1c5d1)
• stress test Gemma support, batched generation, JSON parser (cd9e6c7)

---

This PR was generated with Release Please. See documentation.