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Finding performance wins in our own traces with a coding agent

For the last few weeks I’ve used a coding agent to find and fix backend performance issues in Sentry, starting from the traces Sentry sends to itself. Most of the fixes only changed a line or two. But together, they removed hundreds of millions of queries a week, and some expensive lookups became hundreds or thousands of times faster (more details on that below).

Evaluate your AI agents with Fireworks AI models in Datadog Agent Observability

Teams that build agents on open models hosted on Fireworks AI, such as GPT-OSS, Kimi, GLM, Qwen, and MiniMax, need a reliable way to measure whether their LLM applications and agents are giving accurate, safe, and helpful answers efficiently. Datadog Agent Observability now supports Fireworks AI as a model provider, so you can get end-to-end visibility into your agents built on Fireworks AI, from traces and token usage to quality evaluations.

7 Best Multi-Repo AI Agent Orchestration Tools (2026)

Running multiple AI coding agents in parallel across repositories sounds like a productivity multiplier. In practice, it creates a coordination problem: conflicting file edits, orphaned branches, and zero visibility into which agent finished what. AI coding agent orchestration tools exist to solve exactly this, and Kepler by GitKraken gives you one surface to direct every agent from backlog to merged pull request. This guide compares seven tools built for multi-repo, multi-agent development workflows.

Honeycomb Team Agents: AI SRE Done Right

The best alert is the one that never fires. Picture an idyllic Tuesday afternoon: last night's release nudged checkout p99 up 41%, but an agent noticed. Nobody got paged, and your SLOs didn't start burning. Instead, the agent acted and already narrowed it down to one retry change. It filed a ticket for the Payments team and flagged the PR. By the time anyone would have noticed, the fix is in review. That's what SRE was always supposed to feel like.

Meet Paige, PagerDuty's SRE Agent: Faster Fixes Today, Fewer Incidents Tomorrow

Today, we’re introducing Paige, PagerDuty’s SRE Agent. Built on over 16 years of operational data, Paige works as a member of operations, engineering, and DevOps teams, coordinating signal intelligence, incident management, and automation. Paige learns from every incident, so every incident improves the next response. Each resolution is written back into shared memory, making every response sharper than the last.

Reliability in the AI Era: AI That Works the Incident With You

Being responsible for the reliability of services people count on every day isn’t easy. Customers expect everything to work, all the time, and when it doesn’t, someone has to answer for it. Whether you need to get yourself out of bed at 3 a.m. or step away from a family dinner, your job is to quickly diagnose the problem and fix it to ensure your operations get back up and running quickly before customers notice. But it doesn’t always go like that.

Notion AI pricing: the real per-seat math for an organization-wide rollout

Notion AI comes with the Business plan at $20 per member per month and with Enterprise at custom pricing, per Notion's pricing page; the standalone $10 add-on was retired in May 2025, and Free and Plus get a limited AI trial. Custom Agents add metered Notion credits at $10 per 1,000 monthly. Yearly billing saves up to 20%.

How Intelligent Tech Website Design Streamlines IT Operations

In the modern enterprise, a company website is rarely just a digital brochure. It acts as the critical entry point for customer success workflows, support requests, and user onboarding. When digital architecture is treated solely as a marketing asset, it often leads to disjointed user experiences and operational bottlenecks for backend IT teams. Treating the front end as an operational tool changes this dynamic entirely. Investing in specialised Technology & SaaS Website Design ensures that web portals are built with intuitive self-service documentation, secure customer login areas, and seamless API integrations.

GA4 Alternative: What Engineering Teams Should Check Before Switching

A GA4 report shows fewer purchases than the order system, a row says data was withheld, and the BigQuery export does not match the screen. Marketing wants to know which number is right, and the data team has to answer. Here is how to tell which GA4 limits you can fix in settings, which ones mean it is time for a GA4 alternative, and how to switch without losing a month of numbers.

Playwright End-to-End Testing with Recorded API Mocks

Your Playwright test clicks Next page, waits for the item list, and times out. Now you’re digging through a trace to find out whether the page broke or an API call failed. Traditional browser-testing workflows focus on clicks, page state and UI assertions. Those checks tell you whether a user journey works, but investigating a failure also means understanding the APIs behind the page.