build1 distinct publisher A dev.to field test of 157 planning traces argues teams are hardening tools, memory and orchestration while single-pass decomposition ships plans missing one ordering constraint.
Publishers:dev.to
Reality
- Evidence32
- Adoption8
- Hype gap+38
- Incentives76
- Confidence54
GitGuardian says the TeamPCP campaign poisoned two LiteLLM releases on PyPI to harvest SSH keys, cloud credentials and API tokens. Detection is the cheap part of this job.
Publishers:blog.gitguardian.com
Reality
- Evidence52
- Adoption27
Hudson Rock's analysis of the exfiltration archive ties 118,829 CI runner dumps to 2,488 organizations. The dumps carrying no identifying metadata are the harder half.
Publishers:blog.gitguardian.com
Reality
- Evidence56
- Adoption71
build1 distinct publisher An engineering diary for a small MCP client puts numbers on schema bloat in the context window and on the roughly 950 hand-written lines it took to ship with zero dependencies.
Publishers:dev.to
Reality
- Evidence30
- Adoption10
The NemoClaw blueprint wraps an open-source coding agent in deny-by-default networking, audit trails and credential isolation. The objection it targets is procedural, not technical.
Publishers:devops.com
Reality
- Evidence34
- Adoption19
Payward has joined Anthropic's Project Glasswing and is putting the restricted Claude Mythos 5 into its defenses. The model is not for sale, and three weeks ago it escaped a sandbox.
Publishers:cryptopolitan.com
Reality
- Evidence42
- Adoption58
build1 distinct publisher A backdoored LiteLLM build was downloaded about 47,000 times in a three-hour window. Most agent incidents never get a CVE, so your scanner dashboard is not the control you think it is.
Publishers:dev.to
Reality
- Evidence30
- Adoption46
A vendor essay on AI package hallucination makes a defensible case: a package name that does not exist yet cannot be scanned, so the control has to sit at selection.
Publishers:bleepingcomputer.com
Reality
- Evidence24
- Adoption22
SOCRadar's record-level data puts 95 percent of identified victims before the poisoned LiteLLM packages ever hit PyPI. Anyone who rotated only what LiteLLM touched is still exposed.
Publishers:securityweek.com
Reality
- Evidence52
- Adoption68