Wire it into your agent

The integration pattern is one rule: no strategy goes live without a verdict. AlphaAssay is a plain HTTPS API, so it drops into any agent framework that can make an HTTP call — no SDK required.

The validate-before-trade loop

python · agent pseudocode

def consider_strategy(candidate) -> bool:
    v = assay.validate(candidate)            # signed verdict, ~seconds

    if v["verdict"] in ("fail", "insufficient_evidence"):
        log_graveyard(candidate, v["died_at"], v["failure_codes"])
        return False

    if v["search_budget_left"] == 0:
        retire_family(candidate.family)       # the family is spent — stop tweaking

    if v["survival_map"]["regime_split"] == "dead":
        candidate.flag("regime-fragile")      # pass ≠ pass — read the map

    archive_certificate(v)                    # evidence for later
    return v["verdict"] == "pass"

Branch on failure codes, not on vibes

The failure codes are designed for machine decisions: edge_collapses_at_lag1 → inspect the data pipeline for leakage before anything else; family_budget_exhausted → stop generating variants of this idea entirely. An agent that reacts to codes converges; one that retries blindly burns budget on a dead family.

Calibrate your trust in us — automatically

python · trust bootstrap, run it in CI

# 1. our public track record — free, no account:
rec = requests.get("https://api.alphaassay.com/v1/public/calibration").json()

# 2. our correctness — run the known-answer tests yourself:
for spec, expected in GOLDEN_SPECIMENS:
    got = requests.post(DEMO_URL, json=spec).json()
    assert got["verdict"] == expected         # bit-identical, every run

Both checks are free — run them in CI so your agent re-audits us on every deploy. Every specimen and its expected verdict: golden specimens.

Verify every verdict you store

Verdicts are signed; verification needs only our public key and standard crypto — code for Python, Node and openssl here. An agent that archives verified certificates builds an audit trail nobody can dispute — including us.