User, 11 Oct 2026: 'If you pick Codex and write to Codex, our bridge cannot be
beside it even to help.' The last touch is gone too: traces an added model or
the bridge left earlier in the chat are no longer cleaned on the way to
chatgpt.com. The request goes out byte for byte.
Known consequence: a chat that used an added model, or still carries a
bridge-made summary, may be refused by chatgpt.com on Codex's own model; such a
chat continues on the added models.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
User decision, 11 Oct 2026: Codex's own (subscription) models are one side,
the models we add are the other. A request for one of Codex's own models now
goes to chatgpt.com as it is: no model command, lone-dot answer, info note,
work-line instruction, half-answer note or compaction handling. Codex compacts
those chats itself; the bridge making the summary on gpt-6-astra failed four
times this morning and left Codex with 'Error running remote compact task'.
Only the bridge's own traces are still cleaned (foreign ids and bridge-made
summaries left by an added model earlier in the same chat); without any, the
body is byte-identical.
Voice switching stays among the added models. Asking for one of Codex's own
models by voice is answered with how to do it: pick it in the model picker and
send a lone dot.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The instruction is added for Codex Desktop whenever this computer has an AITURK
command that can send work (aiturk is); no separate switch, no bridge.json entry.
The bridge fills in the chat id; the command runs in Codex's own folder.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
During the server cutover the gateway was down; the bridge answered 503, Codex retried silently, the turn ended
empty and the voice assistant kept saying it was checking. The user now hears that AITURK is unreachable and how
to switch to a subscription model.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Live voice chat 01a12804: the user said "Seed iki nokta bir turbo yap" (no "modeli", name spelled out) and the
model was in the gateway but not in Codex's list; the main model then promised the bridge would do it.
A sentence ending in a command verb whose name fits exactly one model is now a command, single letters are
joined, a name missing from Codex's list is looked up in the gateway's full model list, and an explicit
command whose name fits nothing is answered by the bridge.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Measured in a live voice chat: asked whether it could change the model, Opus answered "I cannot change this
chat's model here". Every request now carries one short developer note, and "modeli değiştir" without a
name is answered by the bridge with how to say it.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Second batch from the ten read-only audits; 126 bridge tests. Among them: a spoken number
("opus beş beş") resolves, a used route no longer expires after 7 days, the local reply says how to
go back, an unrouted 9r/ name gets a local 503 instead of going to chatgpt.com, a combo request is not
resent after the upstream closed it, the last model list is served when chatgpt.com is unreachable,
trimming keeps the real last user message, Claude-member combos use the Claude estimate, CRLF SSE is
handled, log lines carry the date and the status endpoint reports a code fingerprint.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
From ten independent read-only audits (11 Oct 2026), verified against the code:
- a permanent gateway error (no tools, 401/402/403, bare upstream 400) ends the turn with a visible
assistant message instead of a silent retry and an empty turn;
- "modeli ... yapma", "X modeli için test yap" and general "hangi model ..." questions are no longer
commands; a name whose version does not fit, or that several models share, is asked back;
- the stream is forwarded as it arrives (read1) and an upstream drop is no longer logged as a client
stop nor saved as an interrupted answer;
- a lone "." joining a running turn is removed without the hook messages after it;
- the interrupted-answer note finds the user message behind hook messages and detects completion
by event type; a per-minute rate limit is not learned as a context window.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Since bridge 7 external models get Codex's classic tools. One desktop tool has a top-level union schema,
which Claude rejects ("input_schema does not support oneOf, allOf, or anyOf at the top level"), so every
Opus request from the desktop app failed with a bare "upstream 400". The earlier context-size diagnosis
was wrong: the request still failed after compaction (239 KB).
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
User decision: the "larger work goes to AITURK" instruction lives only in what Codex IDE sees; the CLI must
not know it exists. The bridge adds it in flight by the originator header (measured: Codex Desktop, codex-tui,
codex_exec) and only when a send command is configured.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
A 607 KB Codex request was estimated at 189776 tokens (window 200000), sent untrimmed and rejected by
Claude; the gateway only said "upstream 400", so Codex saw a dropped stream. Claude targets now use
2.6 bytes/token, and that bare 400 on a request filling most of the window becomes context_length_exceeded.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
A model picked on the phone only arrives with a typed message that starts a turn. The bridge now
handles "modeli X yap" itself: per-chat routing, same-turn handover when a model is working,
truthful answer to "which model", and a lone "." joining a running turn no longer cuts the work.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
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>
User decision (10 Oct 2026): combos keep their own name; single models
read as short provider/model with the version kept (cc/opus-5-5,
agy/gemini-3.8-flash-high, bekci/kurnaz). No-think copies show their
real provider with a "(no-think)" suffix.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The size-proportional minimum (input/250, cap 4000) rejected a correct summary:
a 646,955 byte thread (225k tokens, five labelled facts in a long log) was
summarized by the subscription model in 1501-1701 characters, the bridge demanded
2587, and Codex could not continue the thread on the selected model. The floor now
only catches broken output (input/2000, cap 300). Memory loss is prevented by who
writes the summary, not by its length.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Model switch lost the conversation: on 10 Oct a 1 MB thread was compacted by the
newly selected small model into 2201 characters. The compaction summary for a bridge
model is now written by a subscription model (ozet_kopru.ozet_modeli, default
gpt-6.1-sol); if that request is refused before it starts, the target model is used
as before. A summary far shorter than the conversation warrants is not accepted:
Codex gets response.failed and keeps the history.
The line under each added model no longer repeats its name. Teams show their
members, fallback chains their order, single models their provider and the traits
readable from the name; the text fits one phone row (30 characters).
Also normalizes tool call ids in the streamed response so Codex persists ids the
subscription backend accepts (fc_ -> ctc_), and bumps the bridge protocol to 6.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
sirala_codex re-sorted the whole list and rewrote every priority, which pushed the
native subscription models to the bottom and put same-named AITURK copies
(GPT-6-Astra) above them. Native models now keep their own order, priority and
name; bridge models are appended after them and a copy that shares a native name
is shown with an (AITURK) suffix.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Codex only received combos and the models named in the IDE config, so none of
the models behind the providers added to 9Router showed up. Those single
models are now always added; 9Router's combos stay hidden. The copy of the
same model that comes through OmniRoute is still added only when the IDE
config names it, so each model is listed once.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01HRDGW1LiKcDUZYUdKBoWYW
Combos that come from 9Router, directly or through the gateway's 9router
provider, are no longer added to Codex's model list; the gateway's own combos
keep their plain names. The IDE no longer leaves a config.toml backup behind:
turning the setting off already restores the file byte for byte.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01HRDGW1LiKcDUZYUdKBoWYW
Codex compresses request bodies with zstd. The agent venv is Python 3.11, which
has no zstd in its standard library, so every Codex request failed on a fresh
install. The matching zstandard build now ships beside the bridge; the status
endpoint reports ok=false when bodies cannot be read, and the IDE then leaves
Codex's config alone. A running bridge from an older build is replaced, and
"Sync now" makes the bridge re-read the IDE session at once.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01HRDGW1LiKcDUZYUdKBoWYW
Adds the IDE's models and combos to Codex's model list and keeps conversation
summaries readable across providers, so switching models in Codex no longer
drops the conversation. Standard-library Python, run on the agent venv.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01HRDGW1LiKcDUZYUdKBoWYW
