Agent incident window › Methodology

How this is collected, and what it cannot tell you

Every limit we know about, stated before you find it.

What this archive is, exactly. Once a day we run seven fixed public queries and seal what each one returned. Every one of them is recency-ranked and capped — the forum search hands back 50 items per read, the news feeds returned 5–16, the docket searches 1–16. So this is a record of what those queries showed on each date, not a catalogue of incidents. An item missing from our newest seal was pushed out of a ranking by newer items; it was not deleted by anyone, and we make no claim that it is gone from its source.

The seven queries

Four CourtListener RECAP full-text searches, two Bing News RSS queries, one Hacker News (Algolia) date-sorted search. Each is read once a day and the response is sealed with its own SHA-256 digest. Google News RSS is not read: its robots.txt disallows it to us.

QueryFamilyReadsFewest rowsMedian rowsMost rows
hn_agent_incidentsPractitioner forum posts29505058
cl_ai_agentFederal court dockets29101516
bing_agentic_commerceNews headlines2971116
bing_agent_lossNews headlines294811
cl_agentic_aiFederal court dockets29456
cl_prompt_injectionFederal court dockets29111
cl_shopping_agentFederal court dockets29112

Coverage

29 seals across 30 calendar days, 2026-07-10 to 2026-08-08. 203 recorded reads across 7 queries, of which 0 did not return cleanly, and 117 distinct payload digests.

Days we did not read. 29 seals span 30 calendar days, so these days inside the span have no sealed read: 2026-07-15. A missing day means we did not run the queries. It does not mean nothing happened, and an item that entered and left the window across one of those gaps is not in this archive at all.

What we deliberately do not publish

No headline, no article summary, no forum post text, no case caption, no docket number and no source URL appears anywhere on these pages. Two separate reasons, and both are load-bearing. First, republication rights over that text were never reviewed, and an unreviewed right is a reason to withhold, not to footnote. Second, the sealed docket snippets carry attorney signature blocks and, in one case, a private individual's personal email address. The exclusion is enforced in the database reader itself — a fixed column allowlist — rather than in any page template, so no page anyone adds later can reach those fields.

The disclosure gate, counted on this request

Counted on this request, over the columns we publish and the columns we exclude — both, because a census that only sweeps the published columns cannot tell “the gate is holding” apart from “the pattern is broken”.

Column setRows matching an email or phone pattern
Columns rendered on these pages0
Columns excluded at the reader200

The second number is the control. It is not a leak: those columns are never selected by anything that renders a page. If it ever reads zero as well, the census is broken and the first number means nothing.

What this archive cannot tell you

It cannot tell you how many AI-agent incidents happened. It is what seven keyword searches surfaced, and a real incident that none of them matched is not here. It cannot tell you that an item was removed from anywhere: items leave because a recency ranking pushed them out. It cannot tell you when something was published — the three sources date items in three different vocabularies and we do not order anything by them. And it is not a severity assessment: nothing on these pages ranks, scores or characterises any incident.

The most recent reads, with their digests

One row per query per day. The digest is the first characters of the SHA-256 of the response body, so a reader can see for themselves which days returned an identical file.

SealQueryCollected at (UTC)HTTPPayload digest
2026-08-08bing_agent_loss2026-08-08T22:49:15+00:00200045a10b6c229
2026-08-08bing_agentic_commerce2026-08-08T22:49:15+00:002007d45df32554d
2026-08-08cl_agentic_ai2026-08-08T22:49:15+00:00200ab05007a88f6
2026-08-08cl_ai_agent2026-08-08T22:49:15+00:00200ab0b8a2033ed
2026-08-08cl_prompt_injection2026-08-08T22:49:15+00:002000b6a8bb99af1
2026-08-08cl_shopping_agent2026-08-08T22:49:15+00:00200248e7c928886
2026-08-08hn_agent_incidents2026-08-08T22:49:15+00:00200e6ce383ec04a
2026-08-07bing_agent_loss2026-08-07T15:20:23+00:002007a1bcd9cb5d0
2026-08-07bing_agentic_commerce2026-08-07T15:20:23+00:0020029f6e90c20ab
2026-08-07cl_agentic_ai2026-08-07T15:20:23+00:00200ab05007a88f6
2026-08-07cl_ai_agent2026-08-07T15:20:23+00:00200ab0b8a2033ed
2026-08-07cl_prompt_injection2026-08-07T15:20:23+00:002000b6a8bb99af1
2026-08-07cl_shopping_agent2026-08-07T15:20:23+00:00200248e7c928886
2026-08-07hn_agent_incidents2026-08-07T15:20:23+00:002006a8214e98c13
2026-08-06bing_agent_loss2026-08-06T15:20:12+00:0020022f5cf491184
2026-08-06bing_agentic_commerce2026-08-06T15:20:12+00:002008eeb6f13b7cc
2026-08-06cl_agentic_ai2026-08-06T15:20:12+00:00200ab05007a88f6
2026-08-06cl_ai_agent2026-08-06T15:20:12+00:0020019b9e8f3cf78
2026-08-06cl_prompt_injection2026-08-06T15:20:12+00:002000b6a8bb99af1
2026-08-06cl_shopping_agent2026-08-06T15:20:12+00:00200248e7c928886
2026-08-06hn_agent_incidents2026-08-06T15:20:12+00:002004ba0318cfb96
2026-08-05bing_agent_loss2026-08-05T15:20:39+00:0020005a0b7853f11
2026-08-05bing_agentic_commerce2026-08-05T15:20:39+00:00200920351b52200
2026-08-05cl_agentic_ai2026-08-05T15:20:39+00:00200ab05007a88f6
2026-08-05cl_ai_agent2026-08-05T15:20:39+00:0020019b9e8f3cf78
2026-08-05cl_prompt_injection2026-08-05T15:20:39+00:002000b6a8bb99af1
2026-08-05cl_shopping_agent2026-08-05T15:20:39+00:00200248e7c928886
2026-08-05hn_agent_incidents2026-08-05T15:20:39+00:0020017e39e85dd66
2026-08-04bing_agent_loss2026-08-04T15:20:22+00:002009f95f2e5c34a
2026-08-04bing_agentic_commerce2026-08-04T15:20:22+00:00200d5461f249c57
2026-08-04cl_agentic_ai2026-08-04T15:20:22+00:00200ab05007a88f6
2026-08-04cl_ai_agent2026-08-04T15:20:22+00:002004af88b5fcbf1
2026-08-04cl_prompt_injection2026-08-04T15:20:22+00:002000b6a8bb99af1
2026-08-04cl_shopping_agent2026-08-04T15:20:22+00:00200248e7c928886
2026-08-04hn_agent_incidents2026-08-04T15:20:22+00:00200a6f5053386c7
2026-08-03bing_agent_loss2026-08-03T15:20:00+00:00200ec4595184d3b
2026-08-03bing_agentic_commerce2026-08-03T15:20:00+00:00200776d2344803b
2026-08-03cl_agentic_ai2026-08-03T15:20:00+00:002007742855ab185
2026-08-03cl_ai_agent2026-08-03T15:20:00+00:0020036b9c9a3e94f
2026-08-03cl_prompt_injection2026-08-03T15:20:00+00:002000b6a8bb99af1

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These searches are ranked by recency and capped, so an item is findable for a few days and then it is not — and nobody can go back and ask what a ranking showed last Tuesday. We run all seven every day and keep the dated result. Leave your email and tell us what you are watching for; a human will send you what we hold and what a weekly read would have missed.

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Compiled from dated copies of seven public search results: four CourtListener RECAP full-text searches, two Bing News RSS queries and one Hacker News (Algolia) date-sorted search. Every figure on this page is a measurement of what those queries returned to us on the dates shown. Nothing here is a claim about the completeness of any court docket, news archive or forum, and nothing here is legal advice or an underwriting opinion. No headline, case caption, post text or source link is reproduced. Verify against the underlying record before acting.

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