More Software Engineering Radio episodes
Published 4 Feb 2026
Duration: 39:13
Legacy IT environments and migrations to new observability tools can be hindered by complex configurations, knowledge loss, and oversight of critical metrics.
Yechezkel "Chez" Rabinovich, CTO and co-founder at Groundcover, joins SE Radio host Brijesh Ammanath to discuss the key challenges in migrating observ...
The podcast explores the difficulties organizations encounter when transitioning to new observability tools, such as complex legacy configurations, knowledge loss from employee turnover, and the risk of overlooking important system monitors. It emphasizes the importance of adopting modern observability platforms that provide better cost management, more comprehensive data collection, and scalability. GroundCover is highlighted for its unique features, including a Bring Your Own Cloud model, volume-independent pricing, and eBPF sensor technology, which help streamline the migration process.
The migration strategy involves several key steps: discovery, prioritizing assets based on their criticality or existing gaps, and building trust through transparency and stakeholder engagement. A hybrid approach is recommended, starting with the validation of critical dashboards before automating the rest of the migration to reduce risks. The discussion also touches on the role of OpenTelemetry in establishing vendor-neutral data standards, which simplifies migration efforts. Additionally, the rise of AI in observability is examined, noting that it introduces new challenges in monitoring unpredictable and non-deterministic systems.
10 Jun 2026 Jure Leskovec on Relational Graph and Foundational Models
Predictive modeling faces challenges with AI's limitations in structured data, prompting solutions like graph databases and relational deep learning with attention mechanisms to enhance accuracy, scalability, and real-time updates for enterprise applications.
3 Jun 2026 Dave Airlie on Linux Kernel Maintenance
The Linux kernel, the largest global software project, uses a hierarchical maintainer system with 80,150 contributors managing subsystems like DRM through public review, structured development cycles, and evolving practices to address scalability, quality, and integration challenges.
27 May 2026 Dwayne McDaniel on the Engineering Challenges of Secrets Management
Managing secrets like credentials and API keys in software development risks leaks causing supply chain attacks (e.g., PyPy, Clot, Cisco) due to secrets sprawl, plaintext storage, and misuse, prompting solutions like time-bound credentials, decentralized systems, vault tools (e.g., HashiCorp Vault), and strategies such as credential rotation and encrypted storage amid over 28.65 million hard-coded secrets in GitHub in 2025.
20 May 2026 Rob Moffat on Risk-First Software Development
Recommended: Risk identification and management is a forgotten art
Software development prioritizes risk management through frameworks like test-driven development and agile, addressing hidden risks, AI deployment challenges, open-source dependencies, and organizational prioritization to balance innovation with safeguards.
13 May 2026 SE Radio 720: Martin Dilger on Understanding Eventsourcing
Recommended: Useful Architectural Pattern.
Event sourcing is a system design approach that records changes as sequential events to ensure historical traceability, uses event modeling for aligning systems with human workflows, contrasts with CRUD architectures, and emphasizes slice-based design, event streams, and practical applications like legacy modernization and workflow simplification.