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>
AITURK IDE Codex bridge
Local HTTP proxy that AITURK IDE's Settings → Codex Bağlama runs for OpenAI Codex
(desktop or CLI) on the same computer. Standard-library Python only; it runs on the
agent venv's interpreter and keeps running after the IDE window closes, because
Codex depends on it while openai_base_url points here.
bridge.py: the proxy. Subscription models go to chatgpt.com unchanged;ide/<id>models go to the AITURK gateway configured in the agent'sconfig.yaml, with the key read from the agent's.envon every catalog refresh (never written elsewhere).ide_catalog.py: which IDE models and combos are added to Codex's model list and how they are named (provider/model, combos by bare name). The public/modelscatalog supplies every OmniRoute chat model; a member does not need a private local model allowlist./router/catalogsupplies only thekindmetadata used for sorting, never additional model IDs. Direct 9Router entries and internal 9Router combos are excluded. Combos sort A–Z first, then individual models by provider and name, including OpenAI subscription models. Codex labels the first visible rowisDefault; a saved model selection remains unchanged. A failed or empty refresh keeps the last successful catalog.ozet_kopru.py: conversation summaries are produced as plain text, so a summary made by one provider stays readable after the user switches to another.gemini_context.py,resim_context.py: request fixes for routed models.
Run: python bridge.py --home <data dir> --hermes-home <agent home>. The IDE writes
<data dir>/bridge.json and reads GET /aiturk/codex-baglama/status;
POST /aiturk/codex-baglama/stop ends the process.
Tests: python -m unittest discover in this directory.
Version 7 (IDE beta.26): external models behave like subscription models
Measured on 10 Oct 2026 with the unmodified Codex binary (codex exec, same conversation, model switched per turn).
| Area | Before | Now |
|---|---|---|
| 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. |
| 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). |
| 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. |
| 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. |
| 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. |
| Images | removed from every old message for all external models | kept for vision-capable targets (user messages, newest first, 1 MB total). |
| 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. |
| 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. |
| 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. |
Not changed: subscription models, their order and names, and everything on the voice path (/realtime/* passes through untouched).
Settings in bridge.json (all optional): dis_arac_modu, tasma_bekcisi, yarim_cevap, ozet_kopru.dongu_siniri, ozet_kopru.dongu_art_arda.
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 " 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.