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Senser Emerges from Stealth with $9.5M Seed Round to Revolutionize AIOps with Machine Learning

Senser Emerges from Stealth

Senser, a Tel Aviv-based AIOps platform, has emerged from stealth and announced a $9.5 million seed round led by Eclipse, with participation by Amdocs and other private investors. Senser uses machine learning to help developers and ops teams more easily get to the root causes of outages and service degradations.

Senser Emerges from Stealth with $9.5M Seed Round

At its core, Senser uses eBPF technology to monitor a company’s infrastructure. eBPF runs inside the Linux kernel and can hence easily see all of the networking and application traffic without any major additional overhead. This makes it ideal for observability, and Senser is using it to provide users with a comprehensive map of their overall infrastructure, including virtual machines in the cloud, on-premises, Kubernetes clusters, and microservices.

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Senser’s CEO and co-founder, Amir Krayden, explained that the company’s goal is to go beyond dashboards and give users access to a deeper level of understanding of their infrastructure. “If you take the word observability, which implies something more contextual, can you have cognition about that? That cognition is what interests us: Can we save time by aiding the DevOps team or the site reliability teams with the ability to look at all this data and look for the unknowns that they’re facing?”

Senser’s machine learning capabilities allow it to do just that. The system can automatically identify anomalies and patterns in the data, and provide users with insights into the root causes of problems. This can help to reduce alert fatigue and make it easier for ops teams to resolve issues quickly.

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Senser is still in its early stages, but it has the potential to revolutionize the way that companies monitor and manage their infrastructure. The company’s focus on machine learning and explainability is unique, and it could help to make AIOps more accessible to a wider range of organizations.

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Here are some additional details about Senser that I found interesting:

  • Senser was founded by three friends who served together in the Israel Defense Forces and then went on to work at DriveNets, a large, well-funded networking company.
  • Senser is already hiring for a number of marketing functions, which is unusual for a seed-stage company. This suggests that the company is serious about building a strong brand and getting its message out to the world.
  • Senser is focused on industrial 4.0 and outdoor mapping applications, which are two areas where reliability is critical. This suggests that the company is targeting markets where its value proposition can be most clearly demonstrated.

Overall, I am impressed with Senser’s vision and approach. I believe that the company has the potential to be a major player in the AIOps space.

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Amazon employees, who typically share their concerns on internal platforms or anonymously, took their grievances public this week through a viral LinkedIn post that resonated with many within the company.

The post was written by Stephanie Ramos, a former Amazon employee, who voiced her dissatisfaction with the company’s growing bureaucracy. “Instead of the fast-paced, exciting environment I remembered, I found myself in a place weighed down by endless meetings and unproductive middle management,” Ramos explained, citing these reasons for her decision to leave after just three months of being rehired.

Amazon Employees Air Frustrations

Since posting her thoughts earlier this week, Ramos’ message has garnered over 100,000 views and sparked more than 200 comments. Of those who commented, around 20 are current Amazon employees across various departments, many of whom shared similar frustrations.

Some criticized the leadership of Andy Jassy, Amazon’s CEO since taking over from founder Jeff Bezos three years ago. “Bezos had a vision and boldness — he held real, live all-hands meetings where tough questions were addressed,” wrote Todd Leonhardt, identified as a software developer at Amazon Web Services (AWS).

Another employee, Laura Barry, who has been with Amazon for almost 20 years, compared the company’s current state to a traditional bank and expressed frustration with the new policy requiring employees to be in the office five days a week. “Next, we’ll probably have a dress code after the five-day policy kicks in,” she quipped, “Better cover those tattoos!”

While it’s common for employees to voice complaints, this week’s flood of public criticism on LinkedIn was unusual for Amazon.

In response, Amazon spokesperson Margaret Callahan did not comment directly on the employee complaints but noted that Amazon ranked second on LinkedIn’s 2023 Top Companies list, which highlights large companies based on factors like employee growth and advancement.

Under Jassy’s leadership, Amazon has undergone layoffs and cost-cutting measures that have satisfied investors but alienated some staff members. Jassy himself acknowledged challenges within the company in a September memo when he announced the five-day office return, stating that trimming management layers would help revive Amazon’s core culture.

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Although there was resistance to this return-to-office policy, much of the dissent had remained on anonymous platforms like Blind, where employees can voice opinions without revealing their identities.

Ramos, who had previously worked at Amazon for six years as a logistics project manager before being laid off in 2023, returned to the company earlier this year but ultimately resigned. She shared that while the office return policy wasn’t an issue for her, the shift in company culture led to her decision to leave.

Though initially nervous about posting her thoughts publicly, Ramos said she felt validated when she saw the amount of support from her colleagues. “I realized I’m not the only one who feels this way,” she said.

Welcome back to Week in Review. This time, we’re focusing on the significant layoffs at Meta and their impact across various teams. We’ll also cover the WordPress vs. WP Engine conflict and the debate over whether Cybertrucks are too large for European roads. Let’s dive in.

Meta Layoffs Affect Key Teams

This week, Meta announced layoffs that affected multiple departments. In a statement to Techfullnews, the company confirmed the layoffs, citing the need to reallocate resources. Though Meta didn’t specify how many employees were impacted, reports suggest that teams from Reality Labs, Instagram, and WhatsApp were involved. Meta declined to comment further on which specific areas within these teams were most affected.

As Meta continues to invest in new technologies like augmented reality, while still striving for profitability, these layoffs are part of the company’s efforts to adjust its focus and spending. Reality Labs, responsible for many of Meta’s forward-looking projects, has been particularly resource-intensive, raising questions about how the layoffs will affect its ongoing projects.

Amazon’s Firm Stand on Office Work

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In other news, AWS CEO Matt Garman made a strong statement about remote work, telling employees who oppose the company’s new five-day in-office policy that they can seek employment elsewhere. This follows a similar message from Amazon CEO Andy Jassy, who announced that the company would enforce a full return to office by 2025, increasing from the current three-day hybrid model.

Waymo’s Unexpected Customer Situation

Meanwhile, Waymo found itself dealing with an unusual customer issue. Software engineer Sophia Tung received promo codes for free rides after she complained about late-night honking by one of Waymo’s self-driving cars. Realizing there was no spending cap on the codes, she tried to take a 24-hour ride in a Waymo vehicle but managed only 6.5 hours before her trip was cut short.

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