prism
19 articles about prism in AI news
Prism v1.8 Adds CLI, MCP Server, and SDKs — Here's How to Use Them with
Prism v1.8's MCP server gives Claude Code direct control over caches, budgets, and routing. Install it in 2 minutes and ditch the dashboard for terminal-based AI infrastructure management.
ClaudePrism: A Local, Open-Source Workspace for Scientific Writing with Claude Code
ClaudePrism is a new desktop app that runs Claude Code locally, letting you write academic papers with PDF analysis, templates, and version control—all without cloud uploads.
Breaking the AI Hivemind: How PRISM Creates Diverse Thinking in Language Models
Researchers propose PRISM, a new system that combats the growing uniformity in large language models by creating individualized reasoning pathways. The approach significantly improves creative exploration and can uncover rare diagnoses that standard AI misses.
PRISM Study: Mid-Training on 27B Tokens Boosts Math Scores by +15 to +40 Points, Enables Effective RL
A comprehensive study shows mid-training on 27B high-quality tokens consistently improves reasoning in LLMs. This 'retention-aware' phase restructures 90% of weights, creating a configuration where RL can succeed.
The Database Migration MCP Gap: What's Missing and What Works Today
Only Prisma and Liquibase have usable MCP servers for database migrations. Every other major tool (Flyway, Alembic, Rails) has zero support.
Permission-first CLAUDE.md kit aims to fix agent overreach
Developer releases MIT-licensed kit enforcing permission-first workflow for Claude Code with 10 agents and 28 skills.
Five MCP Servers That Cut Claude Code Blind-Edits from 33.7% to Near Zero
A five-MCP-server cold-start routine for Claude Code cuts blind-edit rates from 33.7% to near zero, using memory, codebase graphs, web search, and live docs.
MiniMax M2.7 Open-Sourced, Hits 56.22% on SWE-Pro
MiniMax has open-sourced its M2.7 model, which it claims achieves state-of-the-art scores of 56.22% on SWE-Pro and 57.0% on Terminal Bench 2 for coding tasks.
InsForge Open-Source Framework Gives AI Agents Backend Database & Auth
Developer Akshay Pachaar launched InsForge, an open-source framework that exposes backend primitives through a semantic layer AI agents can understand. This aims to solve a core weakness where agents excel at frontend code but fail at backend logic.
How Spec-Driven Development with Claude Code Cuts Planning Time by 80%
A developer's workflow for using detailed spec files as the single source of truth for Claude Code, enabling precise, autonomous feature generation.
Keygraph Launches Shannon AI to Automate Web App Security Testing
Keygraph has launched 'Shannon,' an AI agent that autonomously hacks web applications to find security flaws. This positions AI as an offensive security tool for proactive defense.
The Senior Engineer's Guide to CLAUDE.md: From Generic to Actionable
Transform your CLAUDE.md from a vague wishlist into a precise, hierarchical configuration file that gives Claude Code the context it needs to execute complex tasks autonomously.
Stop Using Elaborate Personas: Research Shows They Degrade Claude Code Output
Scientific research reveals common Claude Code prompting practices—like elaborate personas and multi-agent teams—are measurably wrong and hurt performance.
Claude Code, Gemini, and 50+ Dev Tools Dockerized into Single AI Coding Workstation
A developer packaged Claude Code's browser UI, Gemini, Codex, Cursor, TaskMaster CLIs, Playwright with Chromium, and 50+ development tools into a single Docker Compose setup, creating a pre-configured AI coding environment that uses existing Claude subscriptions.
The 5-Minute Claude Code Setup: What 'Bare Minimum' Actually Means in 2026
Forget complex configs. The 'bare minimum' Claude Code setup is now just three files: CLAUDE.md, .claudeignore, and a skills registry. Here's how to structure them.
Master CLAUDE.md & /init: The 2-Minute Setup That Cuts Claude Code Prompting by 80%
Stop repeating project context. Use CLAUDE.md files and the /init command to give Claude Code persistent memory about your codebase, tech stack, and coding style.
Build a 4-File, 4-Command System for Seamless Claude Code Sessions
Replace manual prompts with a structured file system and custom slash commands for continuous, context-aware development sessions.
Securing Agentic Commerce: New Frameworks and Protocols to Combat AI-Enabled Retail Fraud
Palo Alto Networks' Unit 42 details emerging AI-enabled fraud threats in retail, highlighting the new Universal Commerce Protocol (UCP) for secure agent transactions and defensive frameworks like 'Know Your Agent' (KYA).
How to Structure Your CLAUDE.md for End-to-End SaaS Development
A developer's 30-day experiment reveals a single, well-structured CLAUDE.md file can orchestrate your entire SaaS build, from planning to deployment.