Product - Axiom Blog

Product
Introducing Axiom for Splunk: Move your data, not your team
Two ways to reach Axiom data from inside Splunk: your index list, or your search bar. Nothing is copied into Splunk, both run at search time, and no Splunk ingest license is consumed.
AxiomSeptember 3, 2026
Engineering, Product
Fair samples from uneven workers
How we built sample n in APL: a reservoir-sampling operator that reads a whole time range in one pass, and a merge that weights each worker's sample by the rows it matched.
Mohamed FathyOctober 27, 2026
Product
Query budgets let you say yes to more agents
You can now give any API token or role an hourly or daily query budget in dollars. Agents can see what they've spent as they work, and when a budget runs out, only that caller stops.
Sayed AlesawyOctober 20, 2026
Product
The agents would like a word with you
Agents were already our biggest users. Now they’re our biggest focus group.
Aisha BastawesySeptember 28, 2026
Product, Engineering
Adaptive Tiering lowers the cost of keeping machine data you haven't queried recently
Adaptive Tiering moves settled event data between three tiers based on how recently it was queried, so keeping logs, traces and events for longer costs progressively less. Every tier has the same latency, and there’s no restore step or anything to configure.
Conor CurranSeptember 24, 2026
Engineering, Product
Why does Splunk cost so much?
Indexed search, schema-on-read, and indexer-bound readiness made the product. They also made the meter expensive at volume.
AxiomSeptember 1, 2026
Engineering, Product, Company
How much does it cost to store machine data in Splunk?
Splunk's bill combines ingest volume and retention path, not a flat storage rate; here's what a 1 TB/day workload costs.
AxiomSeptember 1, 2026
Company, Product
A new look for the modern machine data platform
Why we redesigned axiom.co and the decisions behind the new site, with the before and after.
Neil Jagdish PatelAugust 12, 2026
Product
Orgs for agents: your agent can now set up Axiom by itself
Agents can do more if you let them. Axiom won't get in their way.
Neil Jagdish PatelAugust 6, 2026
Product, Engineering
At petabyte scale, telemetry ingestion becomes a data-centre architecture problem
Why the shaping work hiding inside "ingest" should move to where telemetry is produced.
Neil Jagdish PatelJuly 30, 2026

Introducing Axiom for Splunk: Move your data, not your team

Fair samples from uneven workers

Query budgets let you say yes to more agents

The agents would like a word with you

Adaptive Tiering lowers the cost of keeping machine data you haven't queried recently

Why does Splunk cost so much?

How much does it cost to store machine data in Splunk?

A new look for the modern machine data platform

Orgs for agents: your agent can now set up Axiom by itself

At petabyte scale, telemetry ingestion becomes a data-centre architecture problem

Introducing Bifrost: A new loading path for petabyte-scale OpenTelemetry

Introducing Correlations: from symptom to system state

Measure less, learn more: Open-source documentation observability from Axiom

The humble placeholder: A small documentation problem worth fixing

Data residency without compromise: introducing Axiom's new edge architecture

From cost center to strategic asset: How Monks transformed observability with Axiom

Metrics are generally available

Find what's failing and why: review and issues for AI capabilities

Catch what tests miss: Online evaluations for AI capabilities

Teaching AI to speak Splunk, then proving it works

Close the loop: User feedback for AI capabilities

Introducing GenAI functions: Analyze AI conversations with purpose-built APL functions

Stop shipping on vibes: Offline evaluations for AI capabilities

Introducing metrics: High-cardinality without the cost

Convex + Axiom: Complete observability for reactive backends

Stop guessing. Ship AI products with confidence

Your agents are only as good as their context. Give them everything with Axiom MCP

Understand your event data in seconds with Spotlight

What building AI features taught us about the future of observability

Axiom’s new JS logging libraries: Flexible, powerful, framework-agnostic

Reimagining pricing: Axiom's new approach

Security logs piling up? Axiom + Tarsal turn them from expense to asset

From burden to asset: reimagining logs at scale

Axiom FAQ for Enterprise customers

New dashboard elements: heatmaps, pie charts, monitor lists, and notes

Monitoring at Axiom

Axiom and Cloudflare partner to deliver full global insight

When you’ve outgrown CloudWatch, turn to Axiom

Axiom and Serverless: The perfect pairing for o11y without limits

Sampling could be a costly mistake

Events, logging, and compliance

Introducing Flow: Redefining event data processing

Axiom + Tailscale: Elevate your network visibility and security

Connect Axiom’s monitors to your favorite services

Introducing our new documentation

Axiom now in AWS Marketplace

Introducing annotations

Monitorama 2024: Booth A, new tees, and a party!

A tech writer’s adventure

Changes to Vercel Log Drains

Introducing Axiom Terraform Provider

Feature Recap

KubeCon Paris 2024: Drinks, chats, logs and traces with Axiom

Freedom from limits

How to Enrich OPNsense Events with Threat Intel

How to Use Axiom with OPNsense logs

OTel semantic conventions deep dive

Join us at re:Invent!

The Right To Be Forgotten vs Audit Trail Mandates: A Tech-Law Expert’s Guidance for Log Management

Join us at KubeCon!

Why should I even consider OTel?

It’s time to stop self-managing your log infrastructure

Traces are just logs — unify your approach for deeper insights

Introducing the Axiom Cloudflare Logpush app

Introducing New Chart Types for Advanced Logging and Observability in Axiom

Observability: A brilliant idea whose name has been hijacked

Distributed Tracing adds visual instrumentation for microservices

New Pricing: Axiom starts lower, stays lower

Upgrade your Grafana experience with the Axiom data source plugin

Monitoring HTTP Requests with Cloudflare Workers

How We Made the Axiom Vercel Integration Even Better

Zero-Config Observability for Netlify

A New Look for Axiom

Monitoring AWS Lambda with Axiom

Advanced Observability for Vercel

Working with Aggregations

Working with Dashboards in Axiom