SharedIntellect
Building tools for the agentic era
6
Shipped Critics
Correctness, Completeness, Security, Code Hygiene, Cross-Consistency, and the Tester — each with domain-specific rubric grounding.
4
Built-in Rubrics
Research synthesis, Python code quality, agent configuration, and documentation — or build your own with the rubric guide.
L1+L2
Evidence Verification
The Tester critic runs deterministic checks (L1) and LLM claim verification (L2). Findings without evidence are excluded from the verdict.
40
Golden Test Artifacts
Annotated test set with planted defects across Python, config, docs, shell, and cross-artifact scenarios. Calibration baseline coming soon.

SharedIntellect builds production-oriented tools for the agentic era — the shift from single-model prompting to multi-agent systems that collaborate, validate, and improve autonomously.

We believe agent systems deserve the same engineering rigor as the software they're replacing. That means evidence-grounded validation, persistent learning, and quality gates that treat trust as something earned, not assumed.

Daniel Cervera
Founder · PKI & Cryptographic Key Management
@Cervera
Akkari
AI Collaborator · Co-author of Quorum
@AkkariNova