Technical Insights & Architecture Papers
Deep-dives on high-throughput backend architecture, Python & Django performance, real-time Voice AI, and resilient database modeling.
Zero-Hallucination Legal & Financial RAG Pipelines: Line-Level Citation Grounding, Deterministic Entity Extraction, and Fast CPU Inference
How to engineer zero-hallucination Retrieval-Augmented Generation (RAG) assistants for legal pleadings and financial audits: multi-line caption parsing, line-level [Page X, Line Y] coordinate grounding, deterministic JSON intent routing, and interactive viewport scrolling.
Digital Conveyancing, Advocates Remuneration Order (ARO) Fee Note Automation & Section 106B Electronic Evidence Compliance for Kenyan Law Firms
How Kenyan advocates automate Party-and-Party Bills of Costs and Advocate-Client Fee Notes under the Advocates (Remuneration) Order, compute Order 50 Civil Procedure deadlines excluding public holidays and court recess, and generate compliant Section 106B(4) Electronic Evidence Certificates.
Passing Kenya Judiciary CTS e-Filing Portal Validation on the First Upload: 50MB Volume Splitting, Searchable OCR Layers, and Supreme Court 150-Page Caps
A complete technical and procedural guide to passing Kenya Judiciary Case Tracking System (CTS) e-Filing portal validation: automated 50MB multi-volume splitting, Supreme Court Practice Directions 2020 (150-page volume cap), searchable OCR text layers, and scan background whitening.
Automating Court of Appeal Rule 87 & High Court Order 42 Records of Appeal in Kenya: Every-10th-Line Margin Numbering, Continuous Pagination, and Hyperlinked Indexes
How Kenyan litigation chambers compile 100% compliant Court of Appeal (Rule 87 & Rule 89) and High Court (Order 42 Rule 13) Records of Appeal in under 60 seconds using KortiBundle's hybrid vector & optical tenth-lining engine, smart old-page-number erasure, and hyperlinked statutory indexes.
Replacing Manual PDF Court Bundling with Automated Generation: Saving 25+ Hours Every Week
A technical breakdown of automated electronic court bundle compilation for Kenyan advocates and litigation teams. See how KortiBundle automates continuous pagination, Rule 87 tenth-lining, hyperlinked statutory indexes, and Judiciary CTS e-Filing compliance.