yilsemandClaude Opus 5.5
acf88f8314
Measured with the unmodified Codex binary on 10 Oct 2026: - real context windows per model (NanoGPT list, local table, combo = its smallest member, capped at the summarizer's window) so Codex compacts by itself when switching to a smaller model; an overflow guard trims oversized old parts and reports what still does not fit - classic tools instead of code mode for external models: GLM 0/3 -> 3/3, Qwen 0/3 -> 2/3 on simple tool tasks, Claude/cx/Gemini unchanged - phase (commentary / final_answer) on external assistant messages - an answer cut by the client is carried to the next turn once - images stay for vision-capable targets - summary brake stops tight loops, not frequent compaction - permanent gateway errors and tool-less targets fail at once with a readable message instead of five reconnects - a lone "." (used to apply a model change in voice) is answered locally - the bridge listens within seconds; the IDE waits 45 s for it Release: AITURK IDE 1.0.0-beta.26. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
51 lines
4.6 KiB
Markdown
51 lines
4.6 KiB
Markdown
# AITURK IDE Codex bridge
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Local HTTP proxy that AITURK IDE's **Settings → Codex Bağlama** runs for OpenAI Codex
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(desktop or CLI) on the same computer. Standard-library Python only; it runs on the
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agent venv's interpreter and keeps running after the IDE window closes, because
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Codex depends on it while `openai_base_url` points here.
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- `bridge.py`: the proxy. Subscription models go to chatgpt.com unchanged; `ide/<id>`
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models go to the AITURK gateway configured in the agent's `config.yaml`, with the
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key read from the agent's `.env` on every catalog refresh (never written elsewhere).
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- `ide_catalog.py`: which IDE models and combos are added to Codex's model list and
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how they are named (`provider/model`, combos by bare name).
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The public `/models` catalog supplies every OmniRoute chat model; a member does
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not need a private local model allowlist. `/router/catalog` supplies only the
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`kind` metadata used for sorting, never additional model IDs. Direct 9Router
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entries and internal 9Router combos are excluded. Combos sort A–Z first, then
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individual models by provider and name, including OpenAI subscription models.
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Codex labels the first visible row `isDefault`; a saved model selection remains
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unchanged. A failed or empty refresh keeps the last successful catalog.
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- `ozet_kopru.py`: conversation summaries are produced as plain text, so a summary made
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by one provider stays readable after the user switches to another.
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- `gemini_context.py`, `resim_context.py`: request fixes for routed models.
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Run: `python bridge.py --home <data dir> --hermes-home <agent home>`. The IDE writes
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`<data dir>/bridge.json` and reads `GET /aiturk/codex-baglama/status`;
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`POST /aiturk/codex-baglama/stop` ends the process.
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Tests: `python -m unittest discover` in this directory.
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## Version 7 (IDE beta.26): external models behave like subscription models
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Measured on 10 Oct 2026 with the unmodified Codex binary (`codex exec`, same conversation, model switched per turn).
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| Area | Before | Now |
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| --- | --- | --- |
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| Context window | every added model declared 272 000 | `pencere.py`: NanoGPT's own list for `nano/*`, a local table for `cc`/`cx`/`ag`, a combo declares its smallest member, unknown = 128 000, nothing above 272 000 (the summarizer's window). Codex then compacts by itself when switching to a smaller model. |
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| Overflow | the target answered with an empty stream; Codex retried five times | `pencere.sigdir` trims the middle of oversized old parts in the outgoing copy; if it still does not fit Codex gets `context_length_exceeded`. A limit reported by the target is learned (`pencere-ogrenilen.json`). |
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| Tools | clones inherited `code_mode_only` + Responses Lite; GLM and Qwen failed 0/3 on simple tasks (empty answers, reasoning leaked into the answer) | `dis_arac_modu: "direct"` (default): classic tools. GLM 3/3, Qwen 2/3; Claude, `cx` and Gemini unchanged (6/6). `"kalip"` restores the old behaviour. |
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| Intermediate messages | external assistant messages had no `phase`; Codex treats those as final answers | `SseRewriter` stamps `commentary` / `final_answer`. Deltas are never delayed; only the item's `done` event waits for what follows. |
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| Interrupted answer | text written before a stop or an app exit was lost | `yarim.py` keeps it (memory only) when the *client* closes the stream and adds it as a note to the next user message of the same conversation, once. |
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| Images | removed from every old message for all external models | kept for vision-capable targets (user messages, newest first, 1 MB total). |
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| Summary brake | the 4th summary in 10 minutes failed the turn | three summaries in a row with no normal request in between, or eight in 10 minutes. |
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| Gateway errors | `event: error` (e.g. `upstream 402`) looked like a cut stream | permanent ones become `response.failed` with a readable message; short upstream bodies are logged. |
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| Start-up | the model list was fetched before listening; a slow gateway made the IDE give up after 10 s | window data comes from the cache at start and is refreshed in the background; the IDE waits 45 s. |
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Not changed: subscription models, their order and names, and everything on the voice path (`/realtime/*` passes through untouched).
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Settings in `bridge.json` (all optional): `dis_arac_modu`, `tasma_bekcisi`, `yarim_cevap`, `ozet_kopru.dongu_siniri`, `ozet_kopru.dongu_art_arda`.
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A lone `.` sent as the user's message (used to apply a model change during a voice session) is answered by the bridge itself with "<model> hazır." and never reaches a model (`nokta_karsila`, default on). Targets that reject tool calls are remembered (`aracsiz-modeller.json`) and marked "araçsız" in the picker.
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