When we discuss concerning the pillars of observability, the dialog often revolves round M.E.L.T—Metrics, Occasions, Logs, and Traces. However whereas this defines what our observability stack does, it overlooks an important query: how does it work?
The “how” issues as a result of observability isn’t only a toolset—it’s a journey. The best way we strategy it can form our long-term success in troubleshooting, developer expertise, velocity, and in the end all the product lifecycle.
On this article, we’ll discover what a contemporary observability ought to appear to be. And like all transformative strategy, it deserves its personal identify. Introducing the B.O.S.S paradigm—Bring your individual cloud, One-Cease Store, Standardized, and Self-Reliant—our imaginative and prescient for a way observability ought to be accomplished immediately.
BYOC
Deliver Your Personal Cloud (BYOC) lets clients run SaaS purposes on their very own cloud infrastructure, combining the convenience of SaaS with the management and value effectivity of self-hosting.
The Drawback(s) with conventional SaaS
Conventional SaaS faces two elementary challenges throughout AI, observability, and mainly anything that depends closely on information:
- Damaged Ingestion-Based mostly Pricing:
- Inflated: Distributors cost hidden markups on information ingestion, driving hyperinflation in SaaS prices.
- Unpredictable: Information quantity fluctuates, making budgeting practically not possible.
- Unmanageable: Firms waste effort filtering information simply to manage prices, usually sacrificing invaluable insights.To place it merely – The normal SaaS O11y stacks forces you to surrender on monitoring information you labored laborious on exposing.
- Information Management and Entry Limitations:
- Safety Blind Spots: Delicate information resides on third-party infrastructure, past full governance.
- Compliance Dangers: Your compliance is simply as sturdy as your least safe vendor.
- Restricted entry: Companies lose flexibility in utilizing their very own information, impacting AI/ML and inside tooling.
Why BYOC is the following evolution of SaaS
- Sustainable value mannequin: Pay to your personal infrastructure + a clear charge.
- Information Sovereignty: Full management over information location and governance.
- Safety Compliance: Simpler alignment with laws and insurance policies.
- Efficiency Management: Tailor infrastructure to your wants
BYOC isn’t simply an alternate—it’s SaaS 2.0.
One-Cease-Store
Metrics, logs, and traces have advanced at totally different speeds, in numerous eras, and throughout various ecosystems. The consequence? A fragmented market crammed with instruments that don’t at all times combine properly, splitting inherently related information throughout a number of programs.
This has led to what we name the “10-tab o11y stack”—the place investigating a difficulty means leaping between limitless browser tabs simply to piece every thing collectively. A contemporary observability stack shouldn’t simply be unified—it should reveal the relationships between information factors.
Standardized
The observability panorama is evolving at breakneck pace—yesterday’s area of interest instruments are immediately’s {industry} requirements, and what as soon as appeared like a luxurious is now a necessity.
Staying forward means embracing change, and that begins with committing to open, standardized methods of transmitting information. Proprietary SDKs and vendor-specific protocols may supply short-term perks, however they arrive at a value—locking you in and making future evolution painful. And in observability, the longer term comes quick.
The reply? Go all in on open, industry-standard protocols and SDKs. This retains your workforce agile, able to undertake improvements from wherever, and spares you from painful migrations down the highway. Greater than that, it means your contributions don’t simply profit your organization—they assist push all the observability ecosystem ahead.
Self-Reliant
Whether or not it’s security, visibility, simplicity, or uncooked efficiency—eBPF isn’t simply highly effective, it’s a game-changer. However past its zero-effort advantages, eBPF brings a revolutionary shift to observability: it frees the monitoring stack from the workloads it observes, making it really self-reliant.
That is greater than only a technical benefit—it’s a paradigm shift. Conventional monitoring forces builders to foretell the place points may come up and manually instrument code. A contemporary observability stack doesn’t wait—it proactively generates the insights you want, with out anybody lifting a finger.
It doesn’t matter should you’re working legacy programs, cutting-edge apps, or always evolving workloads. With a self-reliant observability stack, you’re not simply maintaining—you’re staying forward, prepared for no matter comes subsequent.
Ultimate Ideas
We’re deep into an period of overload—and conventional strategies simply can’t sustain.
Information overload: There’s extra information than ever, however and not using a new strategy, its full potential stays untapped.
Software program overload: The sheer scale and complexity of contemporary software program make guaranteeing its reliability an uphill battle.
AI will doubtless be the important thing to conquering information overload, however in terms of software program overload, we consider the reply lies within the B.O.S.S pillars—the muse guiding the way forward for observability.
KubeCon + CloudNativeCon EU 2025 is coming to London from April 1-4, bringing collectively cloud-native professionals, builders, and {industry} leaders for an thrilling week of innovation, collaboration, and studying. Don’t miss your likelihood to be a part of the premier convention for Kubernetes and cloud-native applied sciences. Safe your spot immediately by registering now! Be taught extra and register right here.
