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Best DevOps & CI/CD Software in 2026

169 DevOps & CI/CD tools tracked by Sparkpulse, ranked by velocity_score — a blend of release cadence and editorial spark count. Updated continuously as new releases ship.

Build automation, deployment, IDEs, AI agents — the ship-it surface.

169
Products
10
Sparks · 30d
30
With editorial

Updated Sep 16, 2026

In 2026, Sparkpulse tracks 169 DevOps & CI/CD products and ranks them by shipping velocity — how frequently each ships meaningful updates, measured from official changelogs rather than editorial opinion. The highest-velocity DevOps & CI/CD tools by score right now are Speakeasy, GitHub and Rivet, though no single product dominated shipping this period. Across the sector, 10 meaningful releases shipped in the last 30 days.

How this ranking works: Rankings are based on shipping velocity — how frequently each product released meaningful updates in the last 30 days, verified from official changelogs, GitHub releases, and RSS feeds. It is a measure of momentum, not popularity or revenue.

Weekly report · Sep 14, 2026

Agent identity and MCP-native tooling went from individual bets to a pattern across the development stack this week.

The overriding theme across development infrastructure this week was authorization: not just authentication, but the harder question of what a running AI agent is allowed to do, on whose behalf, and with what audit trail. Three separate products — Speakeasy, Workato, and Rivet — shipped different pieces of the same puzzle: agent-first credential management,

Sparkpulse leader table

🏆 Top in DevOps & CI/CD

10 products ranked by velocity_score (sector-relative cadence + 30d spark count). Tap a row for the full trajectory.

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The verdict on DevOps & CI/CD in 2026

Why each leader ranks where it does — generated from release data and updated as new versions ship.

#03 Rivet

Rivet ranks #3 in DevOps & CI/CD by velocity score in 2026. Its most recent meaningful update was “Introducing Rivet BYOC”. Its velocity score of 8.8 out of 10 blends release cadence with a 30-day spark count, verified against its official changelog. Rivet positions its Actors runtime as the infrastructure layer for enterprise-ready, AI-native application deployment.

#04 Workato

Workato ranks #4 in DevOps & CI/CD by velocity score in 2026. Its most recent meaningful update was “Tool-Level RBAC for MCP Servers — Now Generally Available”. Its velocity score of 8.8 out of 10 blends release cadence with a 30-day spark count, verified against its official changelog. Workato adds per-tool RBAC to MCP servers, tightening agent blast radius for enterprise deployments.

#05 Kubernetes

Kubernetes ranks #5 in DevOps & CI/CD by velocity score in 2026. Its velocity score of 7.5 out of 10 blends release cadence with a 30-day spark count, verified against its official changelog. Kubernetes v1.37 matures its memory management and scheduling stack for AI/ML workloads.

#06 NATS

NATS ranks #6 in DevOps & CI/CD by velocity score in 2026. Its most recent meaningful update was “NATS 2.15.0-RC.2: desired-state metalayer for JetStream”. Its velocity score of 7.5 out of 10 blends release cadence with a 30-day spark count, verified against its official changelog. NATS 2.15 introduces a desired-state reconciliation engine for JetStream, making cluster operations safe to run mid-flight.

#08 Manticore Search

Manticore Search ranks #8 in DevOps & CI/CD by velocity score in 2026. Its most recent meaningful update was “Manticore Search 29.9.0”. Its velocity score of 7.5 out of 10 blends release cadence with a 30-day spark count, verified against its official changelog. Manticore 29.9 ships chunked multi-vector embeddings and mmap column access, closing gaps with dedicated vector DBs.

All other products · 20

Alphabetical. Tap a product to see its trajectory; cards fill in as the editorial commentator processes each one.

Frequently asked questions about DevOps & CI/CD software

Which DevOps & CI/CD tool ships fastest in 2026?

No single DevOps & CI/CD tool dominated shipping this period. Speakeasy holds the top velocity score (10.0/10) — a blend of longer-term release cadence and recent updates — while it shipped 1 meaningful update in the last 30 days.

What changed in DevOps & CI/CD software this month?

Across the 169 DevOps & CI/CD products Sparkpulse tracks, 10 meaningful releases (sparks) shipped in the last 30 days. The most active shippers were Speakeasy, GitHub and Rivet.

How many DevOps & CI/CD tools does Sparkpulse track?

Sparkpulse tracks 169 DevOps & CI/CD products, 30 with full editorial commentary, updated continuously as new releases ship.

How is the DevOps & CI/CD ranking calculated?

Rankings are based on shipping velocity — how frequently each product released meaningful updates in the last 30 days, verified from official changelogs, GitHub releases, and RSS feeds. It is a measure of momentum, not popularity or revenue.