Systems | Development | Analytics | API | Testing

Data Integration in the Life Sciences: Eliminate Data Silos for Good

In the life sciences industry, where breakthroughs in research and healthcare are fueled by data, data silos can be a big problem. Data silos might be caused by things like legacy systems, departmental divisions, disparate data formats, or lack of interoperability standards. Data silos can manifest at any point in the product lifecycle and make it hard for the right people to access and use the information they need, when they need it.

Autonomous doesn't mean unsupervised: Trusting agentic QA without losing oversight

AI agents review code, triage incidents, summarize tickets, and draft documentation, and the industry has largely decided the help is worth having. Leadership is often pushing teams for AI productivity gains and many teams accept the mandate. The obstacle is what happens next: the agent works on the wrong thing, the time and money spent on it return nothing, and the team ends up less efficient than before it started by creating more work.

4 Signs Your AI has a Context Problem, Not a Model Problem

Most AI agents can write SQL. The problem is they write it against the wrong definition of revenue, for the wrong team, using the wrong business rules, and you won't catch that in a demo. Before you evaluate a single semantic layer vendor, there are four things worth getting right first. The semantic layer market has never been more crowded. Every major analytics vendor, data platform, and BI tool now claims to have one.

Add an App With Your Coding Agent

You can now ask your coding agent to set up AppSignal in your application. Give it a prompt, let it follow the installation instructions, and watch a checklist fill in as data starts arriving. Installing AppSignal was already straightforward, but it still meant checking your environment, adding the right integration, creating an app, handling credentials, and confirming that telemetry arrived. These are useful checks, but they don't all need your attention.

TikTok Downloader: save TikTok videos and stories in your browser

SSSTik is a TikTok Downloader that runs in your web browser. Paste a TikTok link to get a direct link to the video file. When TikTok has a watermark-free version of the video, SSSTik makes it available to download. You can save TikTok videos on a phone, tablet, or computer without installing an app or creating an account.
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Imaginary Test Data. Real Token Bill.

Ask an AI for K-pop concert advice without saying the group, city, date, or budget. It may confidently send you to a BLACKPINK tribute night in Cleveland with a $400 resale ticket. The AI was plenty confident. It just had nothing real to go on. That is exactly what happens when developers test AI applications with invented traffic. The test may look reasonable. The result may even pass. But when real users arrive, with messy histories, incomplete inputs, odd request sequences, and unpredictable timing, the application has to improvise. And improvising is expensive.

Bitrise maintains SOC 2 Type II compliance with a successful 2026 assessment

At Bitrise, we continually invest in security best practices to ensure that our customers' data stays safe and secure. As part of this ongoing effort, we are pleased to announce that we have successfully completed our 2026 SOC 2 Type II assessment, with no exceptions recorded in the final report. The report covers the period from July 1, 2025 to June 30, 2026 and is valid until June 30, 2027.

Kong API Gateway 3.16: From Debugging to Billing to Compliance

*Kong API Gateway 3.16 is here: runtime log-level tuning, per-consumer plugin configs, credit/usage-based request blocking with the new Entitlement Enforcement plugin, and FIPS 140-3 compliance for regulated industries - all built for live production debugging and governance, no downtime or custom code required.*

Rails 8 Guide: Features, Requirements & Upgrade Path (2026)

Rails 8.0 shipped November 7, 2024 and requires Ruby 3.2.0+. Headline features: a built-in authentication generator, Solid Queue/Cache/Cable (database-backed, no Redis), Kamal 2 + Thruster deployment, Propshaft, and production-ready SQLite. Rails 8.1 (October 2025) is the current release; Rails 8.0 now gets security fixes only, through November 2026. This guide walks through each Rails 8 feature with the commands and defaults you’ll use.