How It Works
Most legal technology coverage stops at the product announcement. These posts go deeper -- into the open-source projects, data pipelines, API architectures, and technical infrastructure that actually make modern legal technology function. From Free Law Project building the open-source alternative to PACER, to the document processing systems that handle millions of pages at scale, this is where we examine how the tools work under the hood and why the engineering decisions matter for the lawyers and clients who depend on them. Expect walk-throughs of real implementations, honest assessments of what scales and what breaks, and the kind of technical specificity that vendor white papers deliberately leave out.
Hybrid Search in eDiscovery: How AI Retrieval Actually Works
Every eDiscovery vendor sells AI search. Few explain it. Inside the actual hybrid retrieval stack: BM25, embeddings, RRF, and rerankers.
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Hybrid Search in eDiscovery: How AI Retrieval Actually Works
Every eDiscovery vendor sells AI search. Few explain it. Inside the actual hybrid retrieval stack: BM25, embeddings, RRF, and rerankers.
Read more →The People vs. PACER: How Free Law Project Is Building the Open-Source Infrastructure to Make Court Records Free
PACER charges ten cents a page for public court records and generates $150 million per year in fees. A $125 million class-action settlement for overcharging remains unpaid after appeal. Meanwhile, Free Law Project has spent fifteen years building the open-source alternative -- CourtListener, RECAP, an AI citator, and a new Litigant Portal launching this fall.
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The People vs. PACER: How Free Law Project Is Building the Open-Source Infrastructure to Make Court Records Free
PACER charges ten cents a page for public court records and generates $150 million per year in fees. A $125 million class-action settlement for overcharging remains unpaid after appeal. Meanwhile, Free Law Project has spent fifteen years building the open-source alternative -- CourtListener, RECAP, an AI citator, and a new Litigant Portal launching this fall.
Read more →