AI
· 7 min read
Human-in-the-Loop AI for Hiring Decisions
A practical pattern for keeping recruiters in control when AI ranks or summarises candidates.
By Prakura AI Team
Insights
Ideas on AI, Engineering and Careers
Practical writing from Prakura teams on building intelligent, responsible products for learning and work.
10 articles
- Agentic AI
· 8 min read
Multi-Agent Systems, Explained Simply
How specialised agents can collaborate on a goal, and the guardrails that keep them predictable.
By Prakura AI Team
- Testing
· 9 min read
Playwright Fixtures That Scale
Use fixtures to share setup, isolate tests and keep suites fast as they grow.
By Prakura Quality Engineering
- Placement Technology
· 6 min read
Skills Evidence Over Resumes
Coding activity, projects and interview practice give recruiters a richer, fairer signal.
By Prakura Academy Team
- Learning
· 5 min read
Learning Plans That Adapt
How a daily plan can rebalance when a learner falls behind or races ahead.
By Prakura Academy Team
- HR Technology
· 6 min read
Connecting HRMS and Learning
Linking goals, learning and reviews gives managers context and employees a growth path.
By Prakura People Team
- Engineering
· 8 min read
Designing Event-Driven Webhooks
Principles for webhook payloads that integrators can trust.
By Prakura Engineering
- Data
· 7 min read
Placement Analytics That Matter
Funnel, readiness and time-to-offer metrics help colleges act earlier.
By Prakura Data Team
- Cloud
· 5 min read
Cloud Cost Basics for Product Teams
Tagging, right-sizing and budgets — practical first steps.
By Prakura Engineering
- Careers
· 6 min read
Preparing for SDET Interviews
A focused practice plan across coding, automation design and API testing.
By Prakura Academy Team