Tanda
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Comparison · HR
Codility vs HavaHR
A side-by-side editorial comparison of Codility and HavaHR — release velocity, themes, recent moves, and the top alternatives to consider.
Codility vs HavaHR: at a glance
What is Codility?
Codility rebuilds technical assessment around the AI-era engineer
Codility has reoriented its technical-assessment platform around AI on two fronts: measuring how candidates work with AI (an AI Copilot inside interviews, an AI Readiness assessment framework) and establishing authority on evaluating AI-generated code (the COMPASS benchmark). Recent posts also cover the defensive side — detecting AI-assisted cheating and holding to SIOP validity standards.
What is HavaHR?
HavaHR ships a one-step MCP install, putting Malaysia payroll data inside any AI agent.
HavaHR is a Malaysia-focused payroll and HR platform covering payslips, EA PDFs, CSV exports, and multi-workspace administration. A unified Approvals inbox now consolidates leave, expense, and overtime requests for workspace admins. The product is careful about compliance scope — it explicitly excludes Hasil/MyTax filings and e-invoicing, and v1.1.2 removed overreach claims from marketing copy to reflect what the platform actually delivers.
Codility vs HavaHR: editorial side-by-side
Codility
2.5HR
Codility rebuilds technical assessment around the AI-era engineer
◆ Current state
Codility has reoriented its technical-assessment platform around AI on two fronts: measuring how candidates work with AI (an AI Copilot inside interviews, an AI Readiness assessment framework) and establishing authority on evaluating AI-generated code (the COMPASS benchmark). Recent posts also cover the defensive side — detecting AI-assisted cheating and holding to SIOP validity standards.
◆ Where it's heading
The company is shifting from testing raw coding skill toward measuring AI-era engineering skill, betting that judgment about AI collaboration and code quality is the durable value as raw code generation commoditizes. COMPASS doubles as research credibility and a positioning moat.
◆ Prediction
Expect AI Copilot and AI-readiness assessments to move from blog and research framing into packaged product offerings, and COMPASS to expand its problem set or get repositioned as a buyer-facing tool for comparing models.
HavaHR
0.0HR
HavaHR ships a one-step MCP install, putting Malaysia payroll data inside any AI agent.
◆ Current state
HavaHR is a Malaysia-focused payroll and HR platform covering payslips, EA PDFs, CSV exports, and multi-workspace administration. A unified Approvals inbox now consolidates leave, expense, and overtime requests for workspace admins. The product is careful about compliance scope — it explicitly excludes Hasil/MyTax filings and e-invoicing, and v1.1.2 removed overreach claims from marketing copy to reflect what the platform actually delivers.
◆ Where it's heading
The v1.2.1 release reveals where HavaHR is heading: it wants to be the payroll tool layer for AI developer workflows. By shipping an MCP server that installs via a single npx command and runs in seven AI environments (Cursor, Claude Desktop, Claude Code, ChatGPT desktop, Codex, VS Code, Windsurf, Zed), HavaHR is betting that its payroll data becomes queryable from wherever the developer already works rather than requiring a separate UI context switch.
◆ Prediction
Expect MCP capability depth to grow — the v1.2.1 push into seven environments is a distribution move, not an experiment. Watch for payroll query tools, payslip generation, and leave-balance lookups as next additions to the MCP server.
Alternatives to Codility and HavaHR
Other HR products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Codility or HavaHR.
Ever Gauzy
Ever Gauzy adds full payroll and leave management modules, integrates Ever Async workspaces — expanding from project tool to HR suite
Employment Hero
Employment Hero is flooding the AI-in-HR content channel while its AI Recruitment Agent quietly goes live.
TriNet
TriNet is automating HR data flows with steady integration additions — Salesforce, Voya, and Slack — reducing manual updates for SMB customers.
Ashby
Ashby adds native WhatsApp messaging as its recruiting communication stack goes omnichannel.
Teamtailor
Teamtailor's Co-pilot is quietly automating the full recruiting pipeline, one trigger at a time.
See all Codility alternatives → · See all HavaHR alternatives →
Recent activity from Codility and HavaHR
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 2mo agoHavaHRMalaysia Payroll MCP server ships as a one-step npx install ⚡
- 2mo agoHavaHRUnified Approvals inbox consolidates leave, expense, and overtime requests
- 3mo agoCodilityHow we hold ourselves to the SIOP standard for AI-based assessment
- 4mo agoHavaHRVersion 1.1.2
- 4mo agoHavaHRVersion 1.1.1
- 5mo agoHavaHRVersion 1.1.0
- 7mo agoHavaHRVersion 1.0.0
- 7mo agoCodilityAI Readiness Assessment: Does Your Team Have the Skills They Need?
- 7mo agoCodilityCOMPASS: A Better Way to Evaluate AI Code Generation ⚡
- 7mo agoCodilityMost AI Code Benchmarks Miss the Point. COMPASS Doesn’t.
- 7mo agoCodilityDetecting AI Cheating: How to Protect Technical Assessment Integrity
- 10mo agoCodilityAI Copilot: Assess AI Skills During Codility Technical Interviews ⚡
Frequently asked questions
What is the difference between Codility and HavaHR?
They serve adjacent needs but don't currently overlap on shipped themes. Codility is currently shipping more aggressively (velocity 2.5 vs 0.0), with 0 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Codility better than HavaHR?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Codility is currently shipping more aggressively (velocity 2.5 vs 0.0), with 0 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other HR products to evaluate alongside.
What are the best alternatives to Codility?
Top Codility alternatives in HR are ranked by recent ship velocity. Browse the "Codility alternatives" section above for the current picks, or visit /alternatives/codility for the full list with editorial commentary on each.
What are the best alternatives to HavaHR?
Top HavaHR alternatives in HR are ranked by recent ship velocity. Browse the "HavaHR alternatives" section above for the current picks, or visit /alternatives/havahr for the full list with editorial commentary on each.