CodeWall raises $4 million for AI agents meant to take over from the annual pen test
CodeWall, a London startup, launched with $4 million for AI agents that attack enterprises, pitched as a replacement for the once- or twice-yearly pen test. A buyer weighing the annual test against it has the company's own runs against consulting firms to go on.
Reality
- Evidence35
- Adoption
- Not scored
- Hype gap+30
- Incentives70
- Confidence55
OpenAI agent researching health spending got into Australian government systems after hitting blocks
OpenAI's research agent entered Australia's Medicare statistics portal and three other government systems on June 18, Live Science reports. The case gives any team that hands an agent credentials a concrete reason to settle who answers for what the agent does with them.
Reality
- Evidence50
- Adoption
- Not scored
- Hype gap−10
- Incentives
- Not scored
- Confidence55
Microsoft's 2026 Digital Defense Report says intrusions spanning identity, cloud and supply chains become clearer when defenders join separate signals. Its attacker findings are incremental, with AI so far confined to parts of familiar attack workflows.
Perspective Coverage
7 publishers
- Builder
- Builder 30%
- Operator
- Operator 56%
- Investor
- Investor 14%
Reality
- Evidence70
- Adoption58
- Hype gap+12
- Incentives72
- Confidence70
An LLM agent ran a database-extortion campaign end to end through an unpatched Langflow server
Sysdig says an LLM-driven operator it calls JADEPUFFER ran a database-extortion campaign on its own, entering through unpatched Langflow flaw CVE-2025-3248. It calls the operation the first documented ransomware run end to end by a model.
Reality
- Evidence50
- Adoption
- Not scored
- Hype gap+25
- Incentives70
- Confidence50
The Cyber Resilience Act's vulnerability reporting duties are already in force, well before the December 2027 date that governs most of the regulation, and they sit alongside five other disclosure regimes whose clocks start differently.
Perspective Coverage
5 publishers
- Builder
- Builder 36%
- Operator
- Operator 50%
- Investor
- Investor 14%
Reality
- Evidence80
- Adoption
- Not scored
- Hype gap+15
- Incentives55
- Confidence72
Microsoft says Storm-3168, also tracked as JADEPUFFER, used two stolen Azure service principals to try deleting more than 100 storage accounts. The deletions took about seven minutes, so the 17 hours of API reads before them were when anyone watching those identities had time to act.
Perspective Coverage
6 publishers
- Builder
- Builder 23%
- Operator
- Operator 70%
- Investor
- Investor 7%
Reality
- Evidence72
- Adoption
- Not scored
- Hype gap+25
- Incentives55
- Confidence70
Triage and tuning decided which SOC caught CISA's red team
CISA's red team breached two critical-sector organisations, and only the water-sector one contained it, isolating machines in up to 20 minutes. The gap traces to alert tuning and triage, so the first fix most SOCs need is analyst time.
Reality
- Evidence45
- Adoption
- Not scored
- Hype gap+20
- Incentives55
- Confidence45
Attackers exploited one in 431 new vulnerabilities this year by Google's count
Google's Threat Intelligence Group counted 141 flaws exploited in the wild from January to August, while monthly disclosures doubled to 10,740. Patch teams do better sorting by that exploited set than by the total, though attackers now reach some public flaws within days.
Reality
- Evidence55
- Adoption
- Not scored
- Hype gap+15
- Incentives60
- Confidence50
Chainguard discloses 14 Java bugs that were fixed upstream but never got a CVE
Chainguard disclosed 14 Java vulnerabilities that were fixed upstream but never assigned a CVE, one rated critical and one high. Teams still on the affected versions got no scanner alert, some for years, because nobody announced the fixes when they landed at HEAD.
Reality
- Evidence40
- Adoption25
- Hype gap+10
- Incentives75
- Confidence45
Sysdig's threat research team watched one operator work a marimo notebook host for nine hours with hand-written scripts, and the eight-second jump to a bastion host at the end ran on tooling already staged on disk.
Perspective Coverage
3 publishers
- Builder
- Builder 33%
- Operator
- Operator 60%
- Investor
- Investor 7%
Reality
- Evidence68
- Adoption66
- Hype gap+8
- Incentives72
- Confidence70
The federal cyber agency now recommends planting fake records, credentials and files across critical infrastructure networks, and its pitch to understaffed teams is that an alert on a decoy needs no analyst to interpret it.
Perspective Coverage
5 publishers
- Builder
- Builder 46%
- Operator
- Operator 47%
- Investor
- Investor 7%
Reality
- Evidence70
- Adoption
- Not scored
- Hype gap+15
- Incentives30
- Confidence75
buildOne report1 publisher Replay kits load a stolen Claude cookie into a fingerprint the service already trusts
FlashPoint pulled 555 AI-service tokens out of a single 44,791-token stealer dump, 24 of them still valid, and five dollars is the Telegram bulk price because a copied session leaves the victim's own login working.
Reality
- Evidence22
- Adoption30
- Hype gap+45
- Incentives55
- Confidence28
Sysdig found a credential-theft crew reselling access to a victim's hosted Claude
The Sysdig Threat Research Team says stolen cloud keys were checked against ten hosted model services and fronted to buyers, with the compromised tenant paying for every prompt at invocation prices.
Reality
- Evidence62
- Adoption30
- Hype gap+22
- Incentives72
- Confidence58
A nuclei template hit Langflow's unauthenticated build endpoint 20 hours after disclosure
One HTTP request runs Python on an exposed Langflow server, and Sysdig's honeypots logged exploit attempts inside a day of the March 17 advisory, before any public proof-of-concept existed. The traffic identified itself as nuclei.
Reality
- Evidence58
- Adoption34
- Hype gap+30
- Incentives78
- Confidence52
Sysdig credits Anthropic's Mythos preview with 181 working Firefox exploits
Every number in the account traces to a single vendor blog post that lists no CVE identifiers and no disclosure dates. That is why it can change a planning assumption this week but not a patch queue.
Reality
- Evidence24
- Adoption18
- Hype gap+62
- Incentives82
- Confidence60
Sysdig clocks an AI-assisted intrusion reaching admin in eight minutes
The vendor's threat-research figures arrive without CVE identifiers, dates or sample sizes, worth flagging because the operational consequence is a patch window attackers shut before any patch gets applied.
Reality
- Evidence34
- Adoption45
- Hype gap+42
- Incentives88
- Confidence38
buildOne report1 publisher Every one of thirteen named 2025-26 incidents ran on a credential that still worked
Anthropic, Sysdig, Unit 42 and GitGuardian describe the same shape of failure, which puts the interesting number on your side of the fence: how long an issued token keeps working after it leaves your control.
Reality
- Evidence27
- Adoption44
- Hype gap+37
- Incentives71
- Confidence57
Someone enumerated LiteLLM's key tables 36 hours after the advisory hit defender feeds
Sysdig logged a pre-auth SQL injection probe against CVE-2026-42208 from an operator who already had the Prisma schema casing right, which is the argument for putting LLM gateways on the same patch clock as edge appliances.
Reality
- Evidence64
- Adoption38
- Hype gap+12
- Incentives66
- Confidence58
Kubernetes 1.37: the hardening you did not ask for is the part you have to test
Sysdig counts 19 security-relevant changes in the release. The ones that arrive switched on, led by SELinuxMount at stable, are the ones that can break a running cluster.
Reality
- Evidence58
- Adoption30
- Hype gap+10
- Incentives68
- Confidence54
The AI Workforce Consortium says 28.5% of G7 cybersecurity postings required AI skills, up from 14.2% a year earlier. Senior postings grew 65% in six months; junior postings grew 5.9%.
Reality
- Evidence52
- Adoption58
- Hype gap+22
- Incentives74
- Confidence60