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DevOps

95 posts tagged devops.

Oct 5, 2026

CRA Reporting Went Live on 11 September: 24 Hours to ENISA, 3.08 Billion Rekor Entries, 17% of PyPI Attested, 92% SBOM False Positives

Supply-chain compliance in 2026: what the Cyber Resilience Act's Article 14 duty requires since 11 September 2026 (24-hour early warning, 72-hour notification, ENISA's Single Reporting Platform), what waits until 11 December 2027, how the open-source steward role works, where SBOMs stand (CISA's 2026 minimum elements, CycloneDX 1.7, a 92 percent false-positive rate in a 2,414-repo study), how far provenance has got (SLSA 1.2, 20 percent of PyPI uploads via trusted publishing, Rekor at 3.08 billion entries), the US retreat from mandates, and the pipeline I would run.

13 min
Oct 5, 2026

DevOps Still Matters in 2026: AI Cut Delivery Stability 7.2%, Then Doubled Merged PRs and Added 91% to Review Time

Why DevOps is the big thing of the agent era: DORA 2024 found a 25% rise in AI adoption cost 1.5% throughput and 7.2% stability, DORA 2025 saw throughput turn positive while instability stayed up across nearly 5,000 respondents, and DORA's 2026 ROI model budgets a 15% three-month dip and a change failure rate rising from 5% to 6%; GitHub merged 518.7M PRs (+29%) and over 1M agent PRs in five months, Faros telemetry on 10,000 developers shows 98% more PRs and 91% longer reviews, METR found experienced developers 19% slower, and the Replit postmortem's fixes are 2015 DevOps controls.

13 min
Oct 5, 2026

Coding Agents in 2026: Cursor at $2B Then Sold to SpaceX, Cognition at $1B, 58% on Terminal-Bench, and the Only RCT Still Says Slower

The coding-agent market as the primary sources report it in October 2026: Cursor from $500M to $1B to $2B in nine months and then acquired by SpaceX, Cognition from $73M to a $1B run-rate at a $48B valuation, Claude Code past $500M, Lovable at $13.3B, nearly 140,000 organisations on Copilot; four re-pricings from requests to tokens; Terminal-Bench 4.0 topping out at 58.2 percent for $3,267 a run; METR's redesigned study at minus 4 to minus 18 percent against 1.4 to 2x self-reports; 45 percent insecure samples, 1.7x more issues per AI pull request, and curl's bug bounty closed.

14 min
Oct 5, 2026

CI/CD in 2026: Agents Opened 1M PRs in 5 Months, Bots Write 1 in 5 Reviews, and Most Agent PRs Get No Human Look

What the pipeline looks like when AI agents open the pull requests: GitHub's coding agent went GA on 25 September 2025 and opened over a million PRs in five months, Copilot code review passed 60 million reviews and one in five on GitHub, CodeRabbit has reviewed 13 million PRs on $88 million raised, and the first studies find most agent PRs get no human review attention. The gates that still hold: the assigner cannot approve, an extra approval for bot authors, path fences, signed commits, SLSA provenance, and a workflow YAML that gives agent PRs their own lane.

13 min
Oct 5, 2026

AIOps in 2026: 47% on ITBench, 10% on Hard On-Call, $6.50 an Investigation, and Four Outages Where the Automation Was the Incident

The incident-response agents of 2026 against the evidence: Datadog Bits AI SRE GA at about 6.5 credits ($6.50) per investigation, PagerDuty's approval-gated SRE Agent, Grafana's six GA agent tools, Splunk's AI SRE, Elastic buying Deductive, Resolve at a $1B headline valuation on $4M ARR, Traversal's $48M; benchmarks from 13.8% on ITBench in 2025 to 47% in May 2026, 20.7% exact root cause on OpenRCA 2.0, 10% on hard ORCA-Bench and 40% hallucinated causes; what the AWS, Azure, Cloudflare and Google postmortems say about automation; and why a human should hold the button.

14 min