An approach that applies AI to coding, reviews, docs, testing, and releases—plus secure CI/CD and SRE practices for reliability.
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AI‑Driven Code & DevOps brings AI to coding, review, documentation, and release automation. We standardize patterns, generate scaffolds and tests, and wire security scans and performance budgets into CI/CD. Teams ship reliable features faster while reducing toil across repos, services, and environments.
We connect IDE/chat copilots, PR templates, style/lint rules, and SAST/DAST/SCA checks. Pipelines enforce coverage and performance, sign artifacts, and validate infrastructure as code. Canary and blue‑green strategies, with rollback and feature flags, keep deployments safe across regions and tenants.
Deliverables: repo templates, coded standards, build/release pipelines, golden paths, and runbooks; instrumentation for DORA, latency, and errors; dashboards for cost per release and environment health. We add docs and code tours so onboarding is quick and practices scale across teams.
Governance includes SSO/SCIM, RBAC/ABAC, secrets management, approvals, and audit logs. Policy‑as‑code gates protect PII and compliance; SBOMs and signing secure supply chains. Observability and incident drills ensure resilience, while budgets and quotas keep model and infra costs predictable.
An approach that applies AI to coding, reviews, docs, testing, and releases—plus secure CI/CD and SRE practices for reliability.
No. AI accelerates routine tasks; engineers and SREs own architecture, reviews, and acceptance of quality and reliability.
GitHub/GitLab/Bitbucket, Jenkins/GitHub Actions/CircleCI, Terraform, major clouds (AWS/Azure/GCP), and common testing frameworks.
SAST/DAST/SCA, SBOMs, artifact signing, secrets management, and audit logs—policy‑as‑code gates block risky builds.
Two weeks for an assessment and enablement; 8–12 weeks for a production thin slice with measurable DORA and quality gains.
DORA (lead time, deploy frequency, MTTR, change fail rate), test reliability, perf budgets, and cost per release—tracked on dashboards.
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