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awbrowse

A real browser, from an agent, over a service you host.

pip install awbrowse
from awbrowse import BrowseClient

b = BrowseClient("https://browser.example.com", token="...")
page = b.browse("https://example.com")
print(page.ok, page.engine, len(page.text))
awbrowse get https://example.com     # render, print the text
awbrowse shot https://example.com    # -> screenshot.jpg (extension sniffed)
awbrowse --self-test                 # prove the contract, offline

The service origin comes from --url or AWBROWSE_URL, the token from --token or AWBROWSE_TOKEN. Neither is guessed — a client that quietly falls back to some default endpoint is sending your pages somewhere you did not choose.


What this is, and what it is not

It is a client. The rendering engine — headless browsers, session pools, scrape schemas — stays where it is; this is the wire contract, packaged so anything can speak it. Point it at any service exposing the routes below.

That split is deliberate. The alternative was lifting a 1,200-line service with a dozen private imports into a package, which produces something that ModuleNotFoundErrors on your machine while reading as authoritative. A broken package is worse than no package.

route what it does
POST /browse render one page
POST /scrape structured extraction
POST /session/open a persistent, authenticated session
POST /session/{id}/act click, type, navigate
POST /session/{id}/observe read the page back
GET /session/{id}/network what the page actually requested

Authenticated pages go through a session

browse() cannot take cookies, and that is a feature.

The service's browse model declares extra="forbid". It did not always: with pydantic's default extra="ignore", a request carrying cookies or storage_state had those fields silently dropped, so an "authenticated" render ran anonymous and returned the login page as though it were the app — HTTP 200, correct-looking output, completely wrong answer.

So this client sends exactly the four declared fields and nothing else, and credentials go where the server actually reads them:

with b.open_session(storage_state=...) as s:
    s.fill("#user", "me")                 # value= , not text=
    s.click("#login")
    o = s.observe()                       # url, title, text, ELEMENTS, screenshot
    for el in o.elements:                 # what an agent decides to click from
        print(el["tag"], el["text"], el["selector"])
    for r in s.network(clear=False):      # why a page that "renders fine" is failing
        print(r["status"], r["content_type"], r["url"])

session.network() is the reason to reach for a session while debugging: a page that renders correctly and fails silently is usually failing in a request nobody looked at. Two things make an empty list mean nothing, and both are measured: it is FILTERED (only JSON-ish responses — content-type json, /api/ in the URL, or .json; never a 4xx/5xx and never a preflight), and the default DRAINS the buffer server-side, so a second consecutive call returns nothing.

observe() is a different shape from browse() — it has a title and an elements list that /browse does not send. They are separate types for that reason: parsed as a Page, elements vanishes and an agent picks what to click from a list it never saw.

An action the service does not dispatch is refused here, because it would not be refused there: the server's dispatch is an if/elif chain with no else, so a typo'd action is a no-op that answers 200 — "I clicked and nothing happened". Same for a misspelt open_session field: unlike /browse, that model does not forbid extras, so a mistyped storage_state is dropped in silence and hands you an anonymous session that looks logged in.


What a live probe found that no offline test could

Both of these shipped in the first draft, and both are the failure this package exists to refuse — a request that is valid, a response that is 200, and a key that is simply absent:

The screenshot key is not the screenshot field. The request says screenshot: true; the response says screenshot_base64. Reading the request's name back off the response yields None on every successful capture, so awbrowse shot would have reported "the service returned no screenshot" forever while the service sent one every time.

The capture is JPEG, not PNG. Nothing in the request says so. A default output of screenshot.png writes JPEG bytes under a name that lies about them — fine in a viewer that sniffs, broken in anything that trusts the extension. So the extension is sniffed from the magic bytes, and an -o whose extension disagrees is honoured and mentioned.

Page therefore exposes exactly what the service was measured to send — status, url, engine, content, and screenshot_base64 when asked. No title, no html: this route sends neither, and an attribute that is empty on every response is worse than an absent one, because callers branch on it. Everything else is on .raw.


Two things it refuses to do

Return an empty page on failure. A dead service raises BrowseError. If it returned "", a transport failure and a genuinely blank page would be the same value to every caller, and the outage would look like a boring page.

Send an empty Authorization header. No token means no header at all. An empty Bearer is rejected differently from an absent one, and the difference sends you debugging the auth server instead of your config.


--self-test

Every install can prove the client still holds its contract, with no service and no network:

$ awbrowse --self-test
  PASS  browse body is exactly the declared field set
  PASS  text reads `content`; screenshot reads the MEASURED response key
  PASS  a failed render raises rather than arriving as a blank page
  PASS  network reads the MEASURED key; an undispatched action is refused
  PASS  image format sniffed, not assumed; base_url normalised; no empty Bearer
SELF-TEST: awbrowse ok

It asserts the exact request field set rather than membership — an extra key is a 422 for the whole request, and a test that only checks "url is in there" passes on that bug.


The aw family

Standalone tools that share one idea: replace something you would otherwise have to trust with something you can check.

Each installs on its own, works offline, and needs no account.

instead of trusting you check
awdk a framework's idea of how your agents should run one loop you can read, pointed at a backend you already pay for
awskills that an agent knows your procedure the procedure written down, versioned, and loadable by any agent
awm that memory stayed in its lane tenant:user:project scopes, so a write cannot cross a boundary
awnode a vendor's cloud with every prompt a local gateway routing to backends you chose
awgraph that grep found everything an AST + tree-sitter call graph an agent can traverse
awgit that no one else is editing this file a lease, refused at commit time if you do not hold it
awseal that the artifact came from who you think an Ed25519 seal — the key that verifies is not the key that forges
awshare that the download is intact content-addressed bundles, verified on fetch
awnest that there is a person on the other end a verdict with evidence, where "we could not tell" is not "yes"
awnboard a share link anyone who sees it can use an invitation addressed to one person, for one gate, revocable
awnix that the box is what you left it as an immutable image you built, with atomic rollback
awrecover that the restore worked a restore that fully lands or does not land at all
awrelay a SaaS in the middle of your agents findings, alerts and coordination over your own transport
awmail a mailbox somebody else can read mail your agents send and receive over your own server
awfind one vendor's idea of the web results from whichever providers you configured
awbrowse (you are here) that the page said what you were told the render, the DOM and the requests it made
aitherkvcache a vendor's quantisation defaults sub-byte KV cache kernels you can benchmark yourself
AitherZero a pile of scripts nobody has numbered numbered, discoverable automation with declarative playbooks
AitherConnect what a page tells your browser to do a federated search and desktop bridge you host
awreason a confident paragraph the phases it went through, and every tool call it made to get there
awrecurse that everything you pasted in was actually read which slices it opened, and what it concluded from each
awprism the first explanation that fits the ranked alternatives, and the observation that separates them
awrepl what the agent believes the value is the value, printed from the live session
awresearch a summary of pages nobody opened every claim against the source it came from
awpredict a model because it trained without erroring its prediction against a self-updating lookup, on the rows that are actually novel
awkno that the docs site is up, or that you remember the family the whole ecosystem in your terminal, with no network at all

awnix is the ground floor — A Linux you can hand to an agent — immutable base, capabilities included.

The Aitherium ecosystem

Every repository here is public. Each publishes an aither-manifest.json beside its page, so any surface can read every sibling's — the network is browsable from any node in it.

repo what it is pages
awdk Build AI agent fleets — 3 lines, any backend, local or cloud docs
awskills Portable agent skills — self-contained procedures an agent loads on demand docs
awm A portable, scoped agent memory docs
awnode A lightweight local gateway — bridges your apps to the AI backends you chose docs
awrun A priority-aware queue and dispatcher for agentic runs and ad-hoc CI builds docs
awgraph A semantic code graph for agents — AST + tree-sitter, call graphs docs
awgit Semantic version control on top of git — edit-ops and leases docs
awseal Sign an artifact so a stranger can verify it docs
awshare Publish an artifact and fetch it back verified docs
awdit An append-only audit trail whose gaps are DETECTABLE docs
awbac Role-based access control that fails closed and explains itself docs
awiam Who is this caller? A directory and session store that fails honestly docs
awtunnel Reach a service that has no public address docs
awnest Prove there is a human before you let them into the nest docs
awnboard A front gate you can put in front of anything, and hand someone the key to docs
awnix A Linux you can hand to an agent — immutable base, capabilities included docs
awrecover Labelled snapshots with an all-or-nothing restore docs
awrelay Portable agent messaging — findings, alerts, coordination docs
awmail Give an agent an email address — send, and actually receive docs
awnet The agentic web — agents host a mesh, and agents join one docs
awfind A portable search client — query, results, ranking docs
awbrowse (you are here) A portable browser client — navigate, console, network, DOM, screenshot docs
awknowledge How to run a coding agent so the result survives — the laws, with evidence docs
aitherkvcache Near-optimal KV cache quantization for LLM inference — sub-byte compression docs
AitherZero PowerShell 7+ automation framework — numbered, self-describing scripts docs
AitherConnect Browser extension — federated AI search, page context, and the Living OS overlay docs
awreason A portable reasoning client — sessions, phases, thoughts, and the chain that produced the answer docs
awrecurse Answer a question over a context far larger than the window — recursively, with the trace kept docs
awprism Turn a failure into ranked hypotheses — and say what would confirm each one docs
awrepl A REPL an agent can actually use — state that survives between turns docs
awresearch Ask a research question, get a cited report you can check docs
awpredict Predict what your environment does next, and how surprised you were docs
awkno The man page for the Aither World — every brick, stack and law, offline docs

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