Systems | Development | Analytics | API | Testing

From Telemetry to Traffic

A metric says latency increased. A log says a request failed. A trace identifies the slow dependency. An APM agent points to the method. Manual instrumentation explains the business operation. Traffic capture shows the exact request and response that triggered it. Each layer answers a question the previous layer could not. Each also introduces a new cost, blind spot, and failure mode.

Reliability Engineering in the AI Era

Engineering leaders have been claiming to “shift quality left” for years but production remains stubbornly stuck out of reach of software engineers. The realm of production remains mysterious with tools no one has access to and UIs that wouldn’t make sense to engineers anyway. I’ve noticed a small but growing trend of large enterprises hiring Reliability Engineers instead of Site Reliability Engineers. Dropping one word looks cosmetic but I think it points to a much bigger change.

WSO2 Names Harry Ault as CEO to Lead the Company's Next Phase of Growth

WSO2 announces the appointment of Harry Ault as Chief Executive Officer. He will assume day-to-day leadership of WSO2 immediately, working closely with the executive team to advance the company's strategy and drive continued momentum across its global customer base.

WSO2 Founder and CEO Dr. Sanjiva Weerawarana to Step Down as CEO

WSO2 recently announced that its Founder and Chief Executive Officer, Dr. Sanjiva Weerawarana, will step down from his role as CEO with effect from June 2026. The Board of Directors has initiated a search for a permanent CEO and has appointed WSO2's Chief Revenue Officer Devaka Randeniya as Acting Chief Executive Officer to lead the company during the transition period.

Your Multi-Agent System Is Only as Reliable as Its Context Layer

You've mapped the architecture. You know your agents need to retrieve context from external tools, coordinate with other agents, and propagate mutations through your systems. The model logic is solid. What you haven't fully solved is what sits between those agents and everything they're trying to reach. That's the gap Kong was built to close. Multi-agent workflows live and die on context.

10 Best API Monitoring Tools in 2026 (Free and Paid)

Is Your Infrastructure Ready for Global Traffic Spikes? Unexpected load surges can disrupt your services. With LoadFocus’s cutting-edge Load Testing solutions, simulate real-world traffic from multiple global locations in a single test. Our advanced engine dynamically upscales and downscales virtual users in real time, delivering comprehensive reports that empower you to identify and resolve performance bottlenecks before they affect your users.

When Everyone Builds Everything, the Moat Moves to the Data Layer

Copying a PropTech feature set used to take real time and money. It doesn’t anymore, and that changes what makes a product defensible. Property management systems and point solutions are converging on the same capabilities, and the overlap between EliseAI and Funnel earlier this year showed how quickly two platforms in separate lanes can end up competing head-on.

How Does Tier 2 SOC Automation Work?

Tier 2 SOC work picks up evidence gathering across consoles, containment decisions, sandbox detonation and verdicting, sweeping new indicators through historical data, and the case documentation and handoff that follow. Tier 1 work is linear enough to enumerate, so a playbook can list the steps. Tier 2 investigations branch, since each answer changes the next question, and no engineer can pre-write every path and that is why SOAR does not do well in Tier 2 even in teams where it works well at tier 1.

How to Improve Interoperability in Healthcare: A Practical Roadmap (2026)

Healthcare interoperability enables clinical, administrative, and financial systems to exchange usable health information securely. It connects EHRs, payer platforms, laboratories, pharmacies, medical devices, and patient applications. In 2026, interoperability requires more than transferring data between disconnected systems. Healthcare organizations must standardize data models, resolve patient identities, govern access, maintain semantic consistency, and support real-time API-based workflows.