company
Futurum Group is a technology industry analyst firm covering enterprise IT, AI, cloud, and semiconductor markets, providing research and advisory services.
No evidence-backed relationships are recorded.
AWS's Deception Benchmark found AI vulnerability scanners catch up to 95% of real bugs but flag 41% to 99% of safe code. Its samples were built to fool models, so teams still need their own false-alarm count before sizing the triage work.
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IBM says a single core will run z/OS and Arm-native Linux at once. The part has no name and no ship date, which puts in-flight migration programs back into argument.
Perspective Coverage
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Enterprise Cloud owners can now pull owner, scope, expiry and last-use data for SSH keys, PATs and app tokens as a CSV. The export stops at credentials GitHub issued, so secrets pasted into repositories stay out of scope.
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The new Strands harness ships the tools, memory and context handling most teams assemble themselves, and AWS attributes its 28% saving to offloading bulky tool output to files and reusable caches across six unnamed benchmarks.
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Cycode's Workstation Protection, now in early access, screens installs against a threat intelligence feed and holds back packages updated too recently to vet. It ships inside the device management module Cycode already installs.
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Z.ai has disabled the feature, deleted the cloud data and commissioned two outside assessments. For teams buying coding assistants, the test this leaves behind is measuring what the process sends before approving it.
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Version 2.1.277 reads a shared AGENTS.md when no CLAUDE.md is in scope. The documented exceptions cover first sessions, telemetry-disabled runs, Bedrock, Vertex and Foundry, and the hooks governance tooling watches.
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GitHub's workflow execution protections went generally available on September 17, and the evaluate mode that shows what a rule would block before enforcement is documented as an Enterprise Cloud capability.
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Token Meter reads the trace files Claude Code, Codex and Cursor already leave on a developer's disk and prices them against published model rates. The budget alert it fires goes to whoever ran the session.
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The tool boots the running app once an agent finishes a feature, sends findings to Claude Code or Copilot, and rescans to confirm the fix. It costs $10 a seat a month and meters that loop at 50 scans.
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Wiz reports multiple threat actors independently exploiting three patched JFrog Artifactory flaws, and its telemetry puts 49% to 62% of scanned instances still missing the fixes weeks after release. Two of the three chain into admin.
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Version 1.133 runs agents in a standalone host that survives window closes and can be reached over SSH, and the session protocol is now an MIT-licensed spec.
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American agencies say six Chinese labs bought bulk subscriptions to US models and trained on the outputs since 2024. Enterprise buyers are meanwhile paying a fifth as much for models that clear most of their engineering work.
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Mid-size engineering teams can now run GitHub Advanced Security against their own repositories for 30 days without a sales call, and then they have to decide what a good result looks like. Mitch Ashley of The Futurum Group says the bottleneck was procurement.
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The Rust compiler team's first debugging survey found that 46% of respondents use a debugger, and the reasons given are about legibility rather than taste, with 74% reporting poor value rendering and 55% unable to reliably inspect a variable.
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Admins can now set filesystem, network, proxy, developer-tool and Keychain limits for Copilot sessions from inside the plugin rather than through a device-management request, and a new diagnostics tool tells them whether the policy reached the laptop.
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Two years of compounding growth in pull request size lands on the same reviewers, while Futurum's adoption figures put AI at 40.2% in code generation against 6.2% in deployment decisions. That gap is where the queue forms.
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The PAT in dependabot.yml can finally come out, but only after an admin adds the repository to the package's Manage Actions access list, and GitHub keeps the old credential working, leaving half-done migrations indistinguishable from finished ones.
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GitHub reports cost cuts of 67% on TerminalBench 2.1 and 36% on DeepSWE, all measured by GitHub, while the preview as described hands platform teams no way to set the routing policy or see which model wrote what.
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Approvals are off by default and admins can fence them to specific file paths, so the decision landing on engineering leads is how many human sign-offs a merge still needs once a machine can supply one of them.
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