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The Human Bit
← The Human Bit Weekly

30 September 2026 · 6 min read

Start with one reviewed workflow

The week of 22 to 29 September 2026Historical label: Issue 008
Bit, the Human Bit guide

The 60-second version

The new unit is the reviewed workflow

What changed
  • Test carefullyOpenAI DevDay made agents, plugins and shared workspaces the new default. Start with one reviewed workflow, not the whole platform.
  • Test carefullyClaude Opus 5.5 costs 40% less than Opus 5 and Anthropic says it matches Fable 5.1. Four things break on the way.
  • Test carefullyGPT-6 Sol and Luna lowered API prices. Check the model and the result before switching.
What to do
Nothing gets sent, published, paid, deleted, routed to a real customer or changed in production until a named person approves it.
What stays yours
The first workflow you test, the data boundary, the acceptance checklist, the approval step and the decision to stop if the correction work is still too high.
New to this?First time with AI?

What is an AI assistant?

An AI assistant is a tool you talk to in plain language, like a fast, very literal colleague who has read a great deal but knows nothing about your job until you tell it. It can draft, summarise and suggest, but it does not decide, and it can be confidently wrong.

What is a prompt?

A prompt is simply what you type or say to the assistant: your request, plus any background and examples you give it. The clearer and more specific the prompt, the more useful the answer, so treat it like briefing a new starter, not typing a search.

What is a context window?

A context window is how much the assistant can hold in mind at once: your instructions, the document you pasted, and the conversation so far. When a chat gets long it starts to forget the earliest parts, so for a big task give it the key facts again rather than assume it remembers.

Start here

Three things that changed

01Test carefullyNewly announced

OpenAI DevDay made agents, plugins and shared workspaces the new default. Start with one reviewed workflow, not the whole platform.

The useful move is not to adopt everything. Pick one repeated workflow, define the human approval point, and test whether the new surface reduces accepted work, not just demo friction.

See the detail and the sources →
02Test carefullyNewly announced

Claude Opus 5.5 costs 40% less than Opus 5 and Anthropic says it matches Fable 5.1. Four things break on the way.

A stronger model is still only useful if it clears your task. Keep the same input, standard and reviewer before you switch a workflow.

See the detail and the sources →
03Test carefullyNewly announced

GPT-6 Sol and Luna lowered API prices. Check the model and the result before switching.

Routing is now part of the work. Decide which tasks need the stronger route, which need speed, and which still need a person before anything changes outside the workspace.

See the detail and the sources →
BitThe one that matters

The new unit is the reviewed workflow

OpenAI's launch day was not just a list of features. It described a different way work will happen: agents wait between conversations, plugins bring app surfaces into the conversation, Codex continues in cloud workspaces, and shared Pages or Spaces carry the work forward. That can save time, but it also moves AI closer to real operations, where a wrong draft, route, permission or action matters.

The full take: what is new, the makers' claim, where it fits, what is still unknown

What's genuinely new

OpenAI says it announced more than 20 changes across ChatGPT, Codex, models, agents, plugins, collaboration and the API, including Dots, GPT-6.1 Sol, Codex Cloud, Decisions API, Agents API computer use, MCP Events, Pages, Meetings and Pro 500.

What the makers claim

The provider frame is capability and momentum: more surfaces, more autonomy, more integration. That is not the same as proof that any one team's workflow becomes safer or cheaper on day one.

Where it helps

A repeated job where the input is approved, the possible output is clear, and the person can review the draft, route or decision before it leaves the workspace.

Where it doesn't

A vague responsibility, sensitive data flow, irreversible action, live client communication or production workflow where nobody has written the approval rule yet.

Confirmed

OpenAI's DevDay 2026 recap says it announced more than 20 major changes across ChatGPT, Codex, models and new ways of working with AI.

What we'd do

Choose one workflow before choosing a tool: meeting to action list, project event to plan, source pack to Page, code diff to risk list, or customer request to finite routing decision.

Still unknown
  • Which DevDay features are available on each plan, region and workspace today
  • How much correction time each workflow saves after the first demo
  • Where approval boundaries need to sit once an agent can act across connected tools

Try this

One thing to try this week

A repeated internal task keeps coming back: meeting notes, project updates, customer triage, code review, source gathering or weekly reporting.

Bit, the Human Bit guide
AI prepares

Prepare the first pass, gather context, suggest a route, update a shared draft or list missing information without sending, publishing or changing anything final.

You decide

Choose the workflow, approve the sources, decide the acceptance standard, check the output and approve any action that leaves the workspace.

  1. 1

    Pick one repeated task and write the output you would accept

  2. 2

    List the source material AI may use and the material it must not see

  3. 3

    Write the approval step before choosing Dots, Agents API, plugins, Pages, Space or Codex

  4. 4

    Run the workflow on copied or non-sensitive material

  5. 5

    Score accepted output, correction time, source errors, privacy issues and saved time before rollout

Human checkpoint

Nothing gets sent, published, paid, deleted, routed to a real customer or changed in production until a named person approves it.

The Human Lens · what stays yours

Autonomy is not accountability

The more an AI surface can watch, draft, route and act, the more clearly the person has to define what good means. DevDay's safest lesson is not that AI can do more. It is that the review step has to move closer to the workflow before the workflow moves closer to the business.

Worth watching

Worth a look, not proven yet

The Human Bit recommends treating OpenAI's DevDay 2026 announcements as workflow material: choose one reviewed task, define the human approval step, test on non-sensitive work, and only then decide whether agents, plugins, shared pages or API routing deserve a place in production.

What we've seen
The Human Bit has not yet run controlled internal tests of Dots, Agents API computer use, Decisions API, Pages or plugin extensions on production workflows.
What's unclear
Which feature saves real correction time after availability, permission, privacy and review costs are included.
What we'd test
Run one copied workflow through the new surface, compare it with the old process, and keep the same acceptance checklist for both.
Recheck due by
13 Oct 2026

One question to carry into your week

This week, which one workflow will you test with AI before you let any agent touch real work?

See you next Monday.