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Engineering deep-dives, platform announcements, intelligence methodology, and community stories from the team building the next generation of autonomous intelligence infrastructure.


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Created by Tomas Korcak (korczis) | Open Source under GHL

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engineering 7 min

ETS-Backed Registries: The Performance Trick Behind 552 Self-Registering Agents

Self-registration sounds like metaprogramming magic. It's actually just ETS + @after_compile + discipline. Here's exactly how Prismatic keeps 552 agents and 128 OSINT tools discoverable in sub-millisecond time.

Apr 09, 2026

ets registry metaprogramming
engineering 6 min

Feature Flags for Gradual Rollout: Ship the Code, Gate the Blast Radius

Deploy and release are different events. Feature flags let you ship code to production and enable it for 1% of users, then 10%, then everyone. Here's how Prismatic gates risky changes without branching hell.

Apr 09, 2026

feature-flag rollout deployment
engineering 7 min

From Bare Rescue to Typed Errors: How Prismatic Killed 6,000 Silent Failures

A `rescue _ -> :error` is a bug factory. It swallows the context that would have told you what went wrong. The ZERO doctrine banned them — here's what replaced them across 128 OSINT adapters.

Apr 09, 2026

error-handling zero-tolerance rescue
intelligence 7 min

Knowledge Graphs for Due Diligence: Why Relations Beat Records

Tabular DD misses the thing DD is for: the relationships between entities. Moving a DD case from Postgres rows to a knowledge graph changes which questions you can actually answer.

Apr 09, 2026

knowledge-graph graph dd
engineering 7 min

Livebook for Intelligence Experiments: From Notebook to Production in One Step

A Livebook session connected to your running application is the fastest feedback loop Elixir has ever had. Here's how Prismatic uses it for ad-hoc DD queries, OSINT exploration, and model calibration without losing rigor.

Apr 09, 2026

livebook notebooks experimentation
engineering 7 min

LiveView Hub Patterns: Building Intelligence UI That Survives Contact With Reality

Intelligence workflows demand UI that streams, degrades gracefully, and never deadlocks the BEAM. Here are the LiveView patterns Prismatic uses across /hub — async mounts, PubSub fan-out, and the one rule that prevents 90% of prod crashes.

Apr 09, 2026

liveview phoenix pubsub
engineering 6 min

LiveView Streams for Large Datasets: 10k Rows Without the Memory Bill

Phoenix LiveView streams solve a problem most dashboards pretend they don't have: the DOM keeps every row you ever rendered. Here's when to reach for streams, when to reach for pagination, and the memory math behind the decision.

Apr 09, 2026

liveview streams performance
intelligence 7 min

Meilisearch for Intelligence Search: Typo Tolerance Is a Security Feature

Intelligence search is not product search. Users type 'Navigara' and the source says 'Navigára spol. s r.o.'. Exact match is worse than useless. Meilisearch + disciplined ranking makes the difference between finding the risk and missing it.

Apr 09, 2026

meilisearch search typo-tolerance
engineering 7 min

Mix Releases for Zero-Surprise Deploys: What Ships Is What You Tested

A Mix release is a sealed artifact. Build it once, test it, ship the exact bytes to production. Here's the pipeline — and the three mistakes that make releases lie about what's running.

Apr 09, 2026

mix release deployment
architecture 8 min

Nabla Infinity: An Epistemic Engine for Intelligence Platforms

Most platforms track what they know. Prismatic also tracks what it doesn't — and why. Nabla Infinity is the epistemic engine that turns uncertainty into a first-class signal.

Apr 09, 2026

nabla-infinity epistemic uncertainty
security 8 min

NIS2 Compliance as Code: Turning a Directive Into a Pipeline

NIS2 is not a PDF to read — it's a set of obligations that can be modeled as data, checked by pipelines, and proven by evidence. How Prismatic turns Czech NIS2/ZKB compliance into something you can actually run in CI.

Apr 09, 2026

nis2 compliance zkb
engineering 6 min

Observer in Production: The BEAM Introspection Nobody Talks About

:observer is the most underused debugging tool in the Elixir ecosystem. Attached to a running node, it shows you every process, every ETS table, every mailbox — live. Here's how to run it safely against prod.

Apr 09, 2026

observer debugging beam
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