May 27, 2026
sessiongrep: A Local-First Memory Layer for CLI Agents
SQLite + FTS5 turns raw Claude Code and Codex CLI transcripts into something humans and agents can actually search.
Blog
Engineering
May 14, 2026
Deployed at Brain Co.
Hear from two deployed engineers about their day-to-day innovating AI products with Brain Co.
Mar 20, 2026
An AI Blitz: Highlights from Brain Co.'s Hackathon 2026
Featured projects from our company-wide AI hackathon.
Feb 11, 2026
Confidence Scoring with Bayesian Networks
Brain Co. uses a Bayesian Network approach to confidence scoring that enables full automation of the building permit approval process (Figure 1).
Dec 19, 2025
LLM-Generated Rules Engines: Executable IF-THEN Logic for LLM Explainability in Regulated Industries
A technique to make LLM decision making auditable when processing unstructured documents.
Dec 18, 2025
Blueprint Information Extraction: Computer Vision + LLMs vs Vision-Language Models
Integrated AI Architectures for Superhuman Accuracy
Dec 18, 2025
When Deterministic Pipelines Outperform Agentic Wandering
An engineered context distillation workflow consistently outperformed the latest agent.
Sep 12, 2025
Chained Voice Agent Architectures: Speech-to-Speech vs Chained Pipeline vs Hybrid Approaches
Voice AI agents have evolved from clunky “press 1 for sales” phone trees into dynamic conversational partners.
Sep 9, 2025
Semantic Caching: Accelerating beyond basic RAG with up to 65x latency reduction.
By caching responses at the semantic level (not just exact keywords), organizations can dramatically speed up responses and reduce resource consumption.
Sep 9, 2025
Optimizing Risk and Cost in Supply-Demand Management by Simulating Probabilistic Outcomes
Treating supply chain scheduling as a stochastic optimization problem.