person
VP and practice lead for software lifecycle engineering and AI-native software engineering at The Futurum Group; the only named outside voice, arguing model choice is a runtime dependency missing from the build record.
No evidence-backed relationships are recorded.
Tessl Code Review, free during beta, keeps review criteria as versioned files the team owns instead of logic sealed inside a vendor product. Someone still has to write the criteria.
Reality
GitHub's August release retunes Actions queries for cache poisoning, output clobbering and untrusted checkouts. Most of the work went into cutting false positives, not adding coverage.
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New agents scan, triage and open the pull request, leaving a developer to approve. The virtual patching alongside them is the tell: fixes average 50 days, exploits can land in six hours.
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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.
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The vendor says its indexed context engine cuts per-task cost 48 percent against Claude Code on the same Opus 4.8 model. The benchmark is its own, on one open-source repo.
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Anthropic's temporary weekly headroom lapses at 11:59 PM PT with prices unchanged. Teams that wired CI pipelines and sprint plans to borrowed capacity now pay the same for roughly a third less work.
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An APM incumbent has decided agent evaluation is a platform feature, not a market. That changes the maths for anyone paying separately for LLM observability.
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GitHub's latest changelog makes per-turn model switching normal across Copilot surfaces. It does not add a field anywhere recording which model wrote which line.
Reality