The LeanPrompts Blog
Engineering workflows, prompt architecture, and local-first AI strategies for developers and founders.
Showing 30 articles
Ivica VrgocEnterprise DPA & AI Sub-Processor Compliance Engine
Audit customer DPAs against GDPR Art. 28, block uncapped liability super-caps, and negotiate Zero Data Retention AI clauses locally with zero cloud leaks.
Ivica VrgocSpec-Driven AI Coding: Eliminating Agent Context Drift
Stop autonomous AI coding agents from drifting. Learn how to generate bounded spec contracts, file whitelists, and test gates locally with zero cloud leaks.
Ivica VrgocAI Code Provenance Auditor: Trace & Verify Git Commits
Audit staged git diffs, capture AI model provenance, and compile verifiable commit trailers locally without cloud data leaks. Install the free workflow.
Ivica VrgocShort-Form Video Script Engine: 60-Second Viral Storyboards
Turn raw code, product demos, and technical docs into high-retention 60-second video scripts for YouTube Shorts, Reels, and TikTok using local-first AI.
Ivica VrgocAd Claim Substantiation Auditor: FTC Compliance Matrix
Audit ad copy against FTC endorsement rules, verify scientific dossiers, and eliminate deceptive claim liabilities locally with zero cloud data leaks.
Ivica VrgocVendor Security Questionnaire Engine: SOC 2 Response Matrix
Accelerate enterprise deal cycles by parsing security questionnaires, cross-referencing SOC 2 & ISO 27001 policies, and drafting audit-ready responses locally.
Ivica VrgocJournal-Hop Realignment Chain: Reframe Rejected Manuscripts
Audit journal scope mismatches, re-triage abstract rhetoric via Swales CARS moves, and draft targeted cover letters locally without cloud data leaks. Free 1-click import.
Ivica VrgocClient Creative Brief Architect: Eliminating Unpaid Rewrites
Transform vague client Slack messages into locked 1-page creative briefs and content pillar matrices. Prevent unpaid rewrites using local-first AI.
Ivica VrgocOmnichannel Brand Voice: Scaling Content Without Fluff
Transform raw technical drafts into high-engagement LinkedIn posts, X threads, and newsletter hooks using local-first AI voice synthesis.
Ivica VrgocPrompt Regression Testing: Eliminating AI Output Drift
Eliminate silent prompt regressions and test agent instructions against golden datasets locally with zero API token costs or cloud data leaks.
Ivica VrgocB2B Client Case Study Suite: Verified Proof & Carousels
Turn raw client interview transcripts into high-converting B2B case studies, executive summaries, and social proof carousels using local AI workflows.
Ivica VrgocIn-Flight Scope Interceptor: Automated SOW Change Orders
Stop doing unpaid client work. Learn how to audit mid-project change requests, prevent scope creep, and draft diplomatic change orders using local AI.
Ivica VrgocClient Proposal SOW Architect: Capping Unbilled Revisions
Turn raw client emails into winning B2B proposals with 3-tier pricing, milestone schedules, and contractual scope-creep protection using local AI.
Ivica VrgocFull-Stack TypeSync: Local AI API Contract Generation
Eliminate API type-drift between database models and frontend hooks using local-first AI code generation. Zero cloud leaks and zero token costs.
Ivica VrgocGenerative Engine Optimization: AI Search Citation Matrix
Audit articles for AI Overviews and ChatGPT Search. Extract definitional passages, embed JSON-LD schema, and recover lost organic search traffic.
Ivica VrgocProcedural AI Character Engine: Multi-Angle Storyboards
Master AI character consistency across Midjourney, DALL-E 3, and Flux. Extract biometric DNA anchors and build multi-angle storyboards locally.