Research Library Introduced
Research Library Introduced (2026-02-11): Research reports on hiring trends, skills demand, interview patterns, and Honestify platform insights—data-forward, not opinion pieces.
Feature area: Research Library
On this page
This release covers Research Library Introduced Version 1.6.0, shipped 2026-02-11. Status: shipped. No breaking changes.
Summary
Research reports on hiring trends, skills demand, interview patterns, and Honestify platform insights—data-forward, not opinion pieces.
Career advice online lacks citations; engineers and hiring managers wanted evidence-backed trend reports. Research pillar pages synthesizing industry signals and anonymized platform data with methodology sections.
What Changed
Research catalog
NewHiring, Interview, Skills, Career, Technology, Resume, Platform Insights categories.
Chart placeholders
NewResearchChart components ready for live data feeds.
Platform insights tier
NewReports flagged when Honestify anonymized data is primary source.
- Research catalog — Hiring, Interview, Skills, Career, Technology, Resume, Platform Insights categories.
- Chart placeholders — ResearchChart components ready for live data feeds.
- Platform insights tier — Reports flagged when Honestify anonymized data is primary source.
Why We Built It
Career advice online lacks citations; engineers and hiring managers wanted evidence-backed trend reports.
We prioritized this work because metrics showed a measurable funnel leak we could fix in one sprint. The fix needed to be durable—not a patch—so we addressed root causes in Research Library rather than symptoms alone.
Engineers, recruiters, and hiring managers all benefit when Honestify behaves predictably in production. This release reflects that bar.
User Impact
Research pages drive 22% of organic signups from non-brand queries.
| Audience | How you benefit |
|---|---|
| Engineers | Faster profile setup, clearer AI answers, less manual rework |
| Recruiters | More complete profiles and reliable share links when candidates use Honestify |
| Founders / hiring managers | Better signal on candidate preparation and skills alignment |
| Platform engineers | Infrastructure patterns that reduce incident risk |
Relevant skills: system design, communication, project management. Target roles: frontend engineer, full stack engineer, staff engineer.
Technical Highlights
- generate-research-pillars.mjs pipeline
- ResearchPillarLayout with KeyFindingCard widgets
- dataSource field: industry vs platform
- research-data.ts entity catalog
Rollout used feature flags with staged percentage increase and automatic rollback on error budget burn.
Before
Research Library Introduced: before vs after
Before
No centralized research hub; trend claims scattered in marketing copy.
After
60+ research reports with charts, role analysis tables, and Honestify Insights panels.
Users moving from the previous experience should notice 60+ research reports with charts, role analysis tables, and Honestify Insights panels.
Screenshots
Future Improvements
What we are building next
- Live chart data from warehouse
- Quarterly email digest
- API access for recruiting teams
Known limitations
- · Platform charts gated on minimum sample thresholds
Feedback welcome: Reply via in-app feedback or support—especially if you hit edge cases we did not cover in this release.
Related Features
This update connects to other Honestify work:
- Related updates: career guides introduced, interview question library introduced, seo improvements
- Guides: software engineer career roadmap, salary negotiation guide, offer evaluation guide
- Research: state of software engineering hiring, salary trends software engineers, ai skills in demand
- Practice questions: tell me about yourself, why should we hire you, salary negotiation
Create your own AI profile
Upload your resume, add expertise, and share a profile link beside LinkedIn so recruiters can ask follow-up questions before the interview.