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Recent posts tagged knowledge-graphs

Level UI • 18 hours • in Articles • 9 min read
An MCP server is not a new API. It is a thin layer over the one you already have
Somewhere in the last year, "do we need an MCP server?" joined the list of questions that arrive in a brief before anyone has said what the thing is for. It is usually framed as MCP vs API, as though the Model Context Protocol were a newer kind of AP...
post-cover-33074
  • ai
  • api
  • webdev
  • security
7 Reactions 7 Comments
uglypeardata • Oct 21 • in Articles • 14 min read
Legal Knowledge Bases on Premise: Compression, Tokens, and RAG Without Leaking Data
If you are an engineer asked to build "a searchable legal knowledge base" for a law firm or an in-house legal team, the easy part is the search UI. The hard part is everything underneath: hundreds of gigabytes of scanned contracts, stamped pages, e...
post-cover-32025
  • rag
  • knowledge-graphs
  • aiagents
2 Reactions 1 Comments
uglypeardata • Oct 17 • in Articles • 7 min read
Token Economics and Data Sovereignty: Building a Private Knowledge Base for Regulated Industries
A platform engineer at a regional bank once described the problem like this: their institution held more than two million policy documents, regulatory bulletins, and due-diligence reports spread across shared drives, email attachments, and a few ou...
post-cover-31575
  • knowledge-graphs
  • ai-agents
  • finance
0 Reactions 0 Comments
Myzubster • Oct 1 • in Articles • 4 min read
Building Portable Reputation from Real Contributions
Building Portable Reputation from Real Contributions Open-source communities already generate enormous amounts of knowledge. The problem is that most of it remains scattered across: pull requests reviews issues documentation tests technical discussio...
  • opensource
  • developers
  • digitalidentity
  • knowledge-graphs
0 Reactions 0 Comments
Myzubster • Oct 1 • in Articles • 5 min read
From Technical Review to Knowledge Attestation: What We Learned from CoderLegion
Certo. Per CoderLegion lo imposterei come secondo capitolo della serie: non “abbiamo ricevuto feedback”, ma come una review tecnica può diventare conoscenza tracciabile e influenzare l’architettura senza essere confusa con una certificazione automati...
  • web3
  • opensource
  • knowledge-graphs
  • security
0 Reactions 0 Comments
Myzubster • Sep 30 • in Articles • 2 min read
From a discussion about evidence systems to a real architecture improvement
From a discussion about evidence systems to a real architecture improvement A few hours ago we had a valuable discussion about a critical problem in knowledge and verification systems: How do we prevent a graph from claiming more than its evidence...
  • opensource
  • softwarearchitecture
  • knowledge-graphs
  • ai
0 Reactions 0 Comments
René Zander • Sep 16 • in Tutorials • 1 min read
Knowledge Graph Evaluation: Scoring 12 Real Decisions
Three weeks ago I started scoring my knowledge graph against the answer I would have reached without it. It earns its place: 6 of 12 decisions came out sharper, 2 errors never reached real work, and 73 minutes of research time saved. The Metric That...
post-cover-27367
  • rag
  • knowledge-graphs
  • ai
  • aiagents
0 Reactions 1 Comments
PaulChen088 • Aug 11 • in Articles • 7 min read
The Tool-Call Loop: Building Adaptive Maintenance Workflows into LLM Wiki
Most AI-assisted tooling works in a single round trip. You send a request, the model produces an answer, you act on it manually. That model works well for queries. It starts to break down for maintenance. Imagine you have forty wiki pages. The lint ...
post-cover-24458
  • agenticai
  • aiagent
  • automation
  • knowledge-graphs
5 Reactions 3 Comments
Tom Smithverified • 15 hours • in Articles • 9 min read
Developer Weekly Briefing — October 30, 2026
Security dominated this week, but not in the usual way. Two active campaigns turned GitHub configuration files into attack surfaces. Researchers demonstrated that the built-in browsers inside AI coding tools can read your SSH keys. And at Oracle AI ...
post-cover-33104
  • agenticai
  • devsecops
  • github
  • localai
6 Reactions 3 Comments
PaulChen088 • Jul 6 • in Articles • 8 min read
The Missing Layer: Why LLM Knowledge Compilation Needs a Graph
When teams use LLMs to compile domain-specific knowledge - ingesting technical manuals, research papers, analyst reports - the immediate problem they solve is extraction quality. Can the model process a 200-page PDF and produce coherent, claim-attrib...
post-cover-22015
  • knowledge-graphs
  • llm
  • architecture
  • agenticai
9 Reactions 2 Comments
peculiarlibrarian • Jun 23 • in Articles • 1 min read
In PADI terms, canonical truth states that...
"A governed event is an immutable semantic assertion whose validity must be independently reproducible through deterministic validation, governance evidence, and cryptographic commitment." From that single statement, we derive: the ontology, the S...
  • semantic-web-interoperability
  • governance-as-code
  • shacl
  • knowledge-graphs
4 Reactions 1 Comments
Vishwajeet Kondi • Jun 21 • in Articles • 2 min read
Knowledge Graphs: The Missing Piece in Most RAG Systems
If you've been exploring AI agents recently, chances are you've come across RAG Retrieval-Augmented Generation. A typical RAG system looks something like this: Documents ↓ Chunking ↓ Embeddings ↓ Vector Database ↓ Similarity Search ...
post-cover-21071
  • rag
  • knowledge-graphs
  • aiagents
  • ai
6 Reactions 3 Comments
peculiarlibrarian • Jun 12 • in Discussions • 1 min read
Semantic Web, Knowledge Graphs, and Machine Learning
forumDiscussion group3 participants
  • semantic-web
  • knowledge-graphs
  • machine-learning
  • agentic-ai
5 Reactions 4 Comments
peculiarlibrarian • May 5 • in Discussions • 1 min read
Beyond CI/CD: Introducing Semantic Validation in DevOps Pipelines
forumDiscussion post-cover-16775
  • devops
  • cicd
  • semantic-web
  • knowledge-graphs
5 Reactions 0 Comments
peculiarlibrarian • May 5 • in Tutorials • 9 min read
SKOS as Operational Infrastructure for Deterministic Semantic Systems
Abstract: Most systems that call themselves "semantic" are probabilistic by design — they approximate meaning rather than anchor it. SKOS Simple Knowledge Organization System, when deployed as load-bearing infrastructure rather than an annotation con...
post-cover-16748
  • semantic-governance
  • skos
  • knowledge-graphs
  • ontology-engineering
3 Reactions 0 Comments
peculiarlibrarian • Apr 25 • in Articles • 1 min read
PC-0004: Governing 4,000+ Files from a Mobile NodeGraphs on Android
Author: The Peculiar Librarian Perspective: N-1 Nairobi Bureau Theme: Technical Equity & Linguistic Auditing 1. The Rust Foundation vs. The Semantic Reality My global profile screams 96.8% Rust. I value memory safety and low-level rigor. But when I ...
post-cover-15803
  • knowledge-graphs
  • semantic-web
  • rust-programming
  • decentralized-systems
2 Reactions 0 Comments
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