engineering 10 min

Self-Evolving Architecture: How Prismatic Improves Itself

Inside Prismatic's auto-evolution system: genetic algorithms for code quality, SEADF framework for autonomous development, and how the platform has evolved through 19 generations.

Mar 27, 2026

evolution genetic-algorithm seadf

product 10 min

IR/PVM: Triple-Verified Investigation Reports

How Prismatic generates investigation reports with triple-source verification, evidence chains, structured templates, and confidence scoring.

Mar 26, 2026

investigation ir-pvm verification

tutorial 11 min

Building and Deploying Elixir Releases

Complete guide to Elixir releases covering mix release configuration, runtime.exs, Docker multi-stage builds, Fly.io deployment, and hot upgrade patterns.

Mar 26, 2026

elixir releases deployment

product 8 min

Seller-Side Dataroom: Streamlining M&A Documentation

How Prismatic's dataroom module manages sell-side M&A documentation with a 36-item bilingual checklist, role-based access control, approval workflows, and audit trails.

Mar 25, 2026

dataroom ma documentation

architecture 9 min

Configuration Management in a Large Elixir Umbrella

Managing configuration across a 94-app umbrella: compile-time vs runtime config, environment variables, application-specific settings, and avoiding common pitfalls.

Mar 24, 2026

elixir configuration umbrella

product 10 min

Sparkline: Building a Content Analysis SaaS in Elixir

Inside Sparkline's NLP pipeline: sentiment analysis, entity extraction, topic modeling, and API integration for content intelligence at scale.

Mar 24, 2026

sparkline nlp content-analysis

engineering 11 min

The Decision Engine: From Data to Actionable Intelligence

Inside Prismatic's Decision Engine: a 6-stage pipeline that transforms raw OSINT data into scored recommendations with uncertainty estimation, hypothesis testing, and traceable reasoning.

Mar 23, 2026

decision-engine intelligence scoring

engineering 10 min

Concurrent Data Processing with Task, Flow, and async_stream

Practical patterns for concurrent data processing in Elixir using Task, Flow, and Task.async_stream for OSINT adapter queries, timeout management, and error isolation.

Mar 22, 2026

elixir concurrency task

product 10 min

Hawkeye: Visitor Intelligence with Privacy by Design

Building a visitor analytics system with IP geolocation, browser fingerprinting, session tracking, and anomaly detection while maintaining GDPR compliance.

Mar 22, 2026

hawkeye analytics privacy

deep-dive 12 min

Automating M&A Due Diligence with Intelligence Technology

How Prismatic's DD module accelerates M&A due diligence: automated entity analysis, cross-registry verification, relationship mapping, and risk scoring for Czech and EU transactions.

Mar 21, 2026

due-diligence ma automation

engineering 9 min

Building an Error Intelligence Pipeline in Elixir

How we built PatternTracker, ErrorFeedLive, and a real-time error deduplication system with PubSub streaming for production visibility.

Mar 20, 2026

error-tracking pattern-tracker pubsub

engineering 10 min

Nabla Infinity: An Epistemic Confidence Framework for Intelligence

Inside the Nabla epistemic framework: how Prismatic quantifies certainty, decomposes uncertainty into epistemic and aleatoric components, and prevents intelligence analysts from overconfident conclusions.

Mar 20, 2026

nabla epistemic confidence