The Matrix of Production: Two Black Cats Problem
Billy McGee
? Kosli ? | Driving Secure Software Changes at Scale | Championing Speed, Compliance with Automated Governance Engineering
1 - When Déjà Vu Signals a Change in Your System
It starts with a black cat. In the depths of a dimly lit corridor, Neo watches as the same black cat passes by twice in quick succession.?
"Déjà vu," he mutters, not yet understanding the gravity of this seemingly innocuous glitch in the Matrix. Trinity's response is immediate, urgent:?
"A déjà vu is usually a glitch in the Matrix. It happens when they change something."
For those tasked with securing production environments, this scene may resonate and send a chill down your spine. Because your production systems are vast digital constructs where unauthorized changes can spell disaster.?
How many times has an incident post-mortem revealed an unexpected change in your environment??
A container running a different version than your deployment logs suggest??
A configuration that doesn't match what's recorded in your change management system??
Who or what caused the change?
These are your black cats – signs that something in your system has diverged from your expected state.
The machines controlling the Matrix relied on humans not noticing these momentary glitches. Similarly, traditional change management often operates on two dangerous assumptions:?
But just as the rebels in Zion knew better than to trust the perceived reality of the Matrix, modern DevOps teams need tools that can detect when reality doesn't match expectations.
This is the foundation of Kosli’s origin – as your environment's flight recorder, a black box recording a snapshot for every change. Kosli reveals what's actually running in your production environment through the power of cryptographic fingerprints. Every artifact running in your environment gets a unique SHA256 digest – an unforgeable signature of its exact content.
No assumptions, no illusions, just mathematical certainty about what's really there.
2 - The Illusion of Control
"The Matrix is a system, Neo. That system is our enemy." Morpheus's words echo the fundamental truth about traditional change management - it's a system designed to create an illusion of control.
Like the machines that built their perfect simulation, organizations construct elaborate change approval processes, gates, and documentation requirements. They build their own version of the Matrix - a comforting fiction where every production change is tracked, approved, and documented. JIRA tickets are meticulously filed. ServiceNow requests follow prescribed workflows. Change Advisory Board meetings are dutifully attended.
But just as the machines couldn't maintain perfect control over their simulation, these traditional systems have their blind spots. The reality of what's running in production can drift from what your change management system says should be there. A deployment rolls back automatically without updating tickets. A configuration change doesn't get logged. A container runs a different version than what's recorded.
Any unauthorized change can corrupt the very fabric of your production environment. The true danger isn't just the changes themselves, but the false sense of security that comes from believing your change management system is infallible.
As Morpheus says: "You have to understand, most of these people [...] are so hopelessly dependent on the system, that they will fight to protect it." The same is true for organizations clinging to manual change management processes while remaining blind to what's actually running in their environments.
The first step toward true control is acknowledging a difficult truth: your change management system is built on potentially imperfect records. Only by continuously monitoring the actual state of your environment – through cryptographic fingerprints that cannot lie – can you begin to see the reality of your production environment and take meaningful steps to secure it.
3 - Déjà Vu as Early Warning
When Trinity explains that déjà vu signals "they're changing something," she reveals a fundamental truth: every system modification leaves traces, if you know how to spot them.
Your production environment has its own version of déjà vu. That slight performance degradation you can't explain. The mysterious spike in resource usage. The container that wasn't there yesterday. These are the digital echoes of unauthorized changes - your system trying to tell you something's different.
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But unlike Neo, who needed to physically see the black cat twice to detect the change, seeing every production change is impossible with traditional tools.
Kosli solves this with continuous, automated vigilance through environment snapshots. Each snapshot captures the true state of your environment by recording SHA256 digests of all running artifacts. These cryptographic fingerprints are like digital DNA - they uniquely identify exactly what's running in your environment, whether it's:
When Kosli takes a snapshot, it's not just recording what should be there based on deployment logs or change records. It's capturing what is actually there, right now, verified through cryptographic fingerprints that cannot be forged or manipulated. Every time a new snapshot differs from the previous one, Kosli records this change in an append-only journal - creating an immutable record of how your environment evolves over time.
Thus, the moment something changes - a new workload appears, a configuration drifts, an unapproved version deploys - Kosli records the change.? If there is no corresponding Artifact Binary fingerprint tagged in your CI/CD, then Kosli fires an alert. No more hoping someone notices the glitch before it's too late.??
Because as Neo and his team learned in that corridor, by the time you spot the déjà vu naturally, the agents may already be at your door.
4 - Beyond Human Perception
Traditional monitoring tools provide a surface-level view - logs, metrics, traces. But often this view is incomplete. Unauthorized changes and drift can operate in the blind spots, invisible to conventional observation.
Consider how Kosli transforms this limited perspective, much like Neo's awakening to see the Matrix's true code. Instead of relying on logs of what was deployed or records of what should be running, Kosli shows you the ground truth of your environment:
Seeing through the illusion is the first step toward true control. Kosli doesn't just tell you what your change management system thinks is running - it shows you what's actually there, verified through cryptographic fingerprints that cannot lie.
5 - Breaking Free from the System
"I'm trying to free your mind, Neo. But I can only show you the door. You have to walk through it."
To break free from the constraints of traditional change management requires fresh eyes.
This is not abandoning control - this will leveling up with true visibility and mastery over what’s actually running in your production environment.
Status Quo:
Environment Monitoring by Kosli:
Your team gains the power to see, understand, and control every aspect of your production environment.?
No more blind spots. No more unauthorized changes slipping through. Just pure, verifiable truth about your system's state.
Because in the end, the question isn't whether unauthorized changes are happening in your production environment. The question is: are you ready to see them?
Choose wisely.
CEO at ? Kosli ? | Driving Secure Software Changes at Scale | Championing Speed, Compliance, and Governance Engineering in Software Delivery
1 个月You take the blue pill - the story ends, you wake up in your bed and believe whatever you want to believe. You take the red pill - you stay in Wonderland and I show you how deep the rabbit hole goes...