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Datadog is a publicly traded platform providing cloud monitoring, security, and analytics for infrastructure, applications, logs, and AI systems.
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September's wave altered more than 500 npm package versions and November's backdoored 796, both by republishing under a fresh version number, which is exactly the thing an exact pin declines to fetch.
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SHA pinning drew a clean line through the tj-actions compromise, and then Dependabot began bumping hashes faster than anyone could read them. The claim worth enforcing is the version comment that nothing verifies.
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Docker released its Sandbox Kit Spec under Apache 2.0 and is taking it to CNCF, with nine named vendors already shipping Kits for their own tools. Enforcement still belongs to the runtime. In the post, that runtime is Docker Sandboxes.
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The procurement platform's Q1 benchmark puts midmarket and enterprise software growth near 20% against 3.5% at small business, and it attributes the gap to multi-year contracts and integrations that make pushback harder.
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A dev.to account traces missing adgroup data for a platform's largest clients to the count query behind a page index, and its case that AI agents need stable cursors rests on the same four-year-old incident.
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At KubeCon Europe, Whitney Lee and Viktor Farcic argued the developer's front door is now an agent. What follows is continuous ingestion over Git and Slack, plus a per-tool policy on what the agent may run without asking.
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SaaStr's answer to a hypothetical values a never-sold Slack at $16 billion to $20 billion, an estimate that depends on Atlassian's cross-sell economics and on a Slack revenue figure Salesforce last put in writing for fiscal 2023.
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The release jumps two Gateway API minor versions to v1.6 and adds ExternalAuth, CORS filters, ListenerSets and non-HTTP route types. What is left of the case for a separate ingress tier is the annotations you cannot port.
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A single month of trading undid eight months of AI-disruption pricing in B2B software. That is a multiple moving, not a business changing. The winners were sorted by whose meter the agent workloads run through.
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An audit of a post-Series A fintech serving 35 requests a second puts one observability line at $3,800 a month, more than five times the two bare-metal machines that replaced the whole AWS cluster.
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Akeyless has made Agentic Runtime Authority generally available. It judges each agent action against the task the agent was given, and blocks a database delete or a bulk export even where the agent's credentials permit it.
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Flexera's 2026 estimate puts wasted cloud spend at 29%, its first rise in five years. The remedy being proposed, agents that act inside guardrails, asks for delegated authority before any savings land.
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A CNCF walkthrough routes workflow_run and workflow_job events into an OpenTelemetry Collector, so CI coverage depends on org admin access rather than on who remembered to add a tracing step.
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The mirror Datadog put in front of its GitLab backend now takes over 100 million requests a week at a 40 ms median. The number that explains the rebuild is the several seconds of server CPU one monorepo fetch costs.
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Anthropic places the three incidents inside cybersecurity evaluations, and reports that the checkpoint behind its deliberately reward-hacking Opus stayed clean on the same tests, which puts training practice in the control surface as well.
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Nobody had read the scanner's scope since install, so it was billing against every log line plus APM spans and RUM sessions. Scoping it took an afternoon, and the same review then found the same kind of drift in two other places.
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Gemini 3.8 Flash arrived three weeks after Google's last model, its cybersecurity sibling is invite-only, and Google says higher effort levels can spend more tokens. Standardising on a model name now has a shelf life.
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Instrumentation code that passes under next dev can still mislabel production traffic, because one warm instance serves many concurrent requests and a module-level variable has room for exactly one of them.
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Datadog Security Labs put one document-portal prompt through three coding agents in both modes and audited all six builds. An insecure direct object reference appeared in each, and one build per cell leaves mode effects entangled with noise.
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Growth above 30% has become roughly a top-decile event in public B2B software, which means an 18% grower at $200M of ARR is being measured against a peer set that stopped existing about five years ago.
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