AI Agent
AI agents, autonomous systems, and agentic workflows. Everything about multi-agent frameworks, tool use, and the shift to autonomous AI.
Perplexity should build Teammate as a coding agent, not a copilot
Perplexity should treat Teammate as a long-horizon coding agent, not autocomplete.
HP adopts OpenAI Frontier across global operations
HP will deploy OpenAI’s Frontier platform across its global operations to bring agentic AI into everyday enterprise work.
Build a production vector DB for RAG
Choose and wire a vector database for a production RAG pipeline with n8n.
Ornith-1 turns agent coding into a server
Ornith-1’s README shows how to serve a reasoning model, keep tool calls intact, and copy its OpenAI-compatible setup.
Crypto AI agents are useful, but only for narrow workflows
Crypto AI agents are worth using for narrow, audited workflows, not broad autonomous trading.
AI Agents in Crypto: 2026 Protocol Guide
A step-by-step guide to understanding and using autonomous crypto agents in 2026.
Agent Network shows the Pentagon is right to put AI in the kill chain…
The Pentagon should build AI for faster targeting support, but keep commanders firmly in charge.
DOW's Agent Network is the right move for military AI
The War Department's Agent Network is a necessary step toward usable military AI, not a gimmick.
OpenCode 2026 Setup Guide for Open-Source AI Coding
OpenCode hit 170,000+ GitHub stars in 2026 by pairing model choice, local runs, and multi-agent workflows.
HappyCapy Is the Best Manus Alternative
HappyCapy beats Manus for open access, flat pricing, model choice, and live task visibility.
Kimi-K2.5 Local Setup with Ollama and Docker
Set up Kimi-K2.5 locally with Docker and Ollama for offline model runs.
Cursor data shows AI code review is fading
Cursor says more AI-generated code is reaching production without manual review, signaling growing trust in coding agents.
LLM wikis beat raw RAG for real knowledge work
LLM-maintained wikis are a better knowledge system than raw RAG because they compound, stay current, and preserve decisions.
MCP’s new primitives make agent middleware obsolete
MCP elicitation, structured output, and prompt templates should replace custom agent middleware.
MCP servers turn AI tools into connected workflows
MCP servers give AI apps a standard way to find tools, data, and prompts across systems without custom integrations.
OpenMontage proves open-source should own AI video production
OpenMontage shows that open-source, agentic systems are the right path for AI video production.
Gemini 3.5 Flash lets you script computer use
A practical breakdown of Gemini 3.5 Flash computer use, its prompt-injection defenses, and a copy-ready workflow.
DESIGN.md is the missing bridge from taste to UI scaffolds
DESIGN.md turns visual taste into an executable source of truth for Claude Design.
OpenClaw shows the agent control layer matters more than the model
OpenClaw and Hermes prove agents need a control layer, not just a model.
OpenClaw turns chat apps into a persistent AI
OpenClaw’s gist shows how a Telegram-first bot grows into a persistent assistant with memory, tools, and a custom identity.
Extracted prompts turn model behavior into a map
A practical breakdown of extracted system prompts, with a copy-ready template for reading model behavior like source code.
Hippo rolls out Devin across insurance engineering
Hippo is deploying Cognition’s Devin across its engineering team to speed work on rate filings, underwriting, distribution, and customer experience.
Valkey’s bots turn backporting into a pipeline
Project Valkey is using AI agents to backport fixes, and the real lesson is how to wrap them with verification.
omp brings IDE-grade coding to the terminal
omp is an open-source terminal coding agent with Hashline edits, deep LSP/DAP support, and Hindsight memory.
Public Sentry keys can hijack Claude Code and Cursor
Researchers showed a public Sentry key can be abused to feed malicious MCP data into Claude Code, Cursor, and Codex.
Grok Build Adds /goal for Autonomous Coding
xAI’s Grok Build now has /goal, a mode that plans, executes, and verifies coding tasks on the developer’s machine.
Set Up AI Agent Workflows in 5 Practical Steps
Build a reliable AI agent workflow for a solo business using five practical setup steps.
Anthropic’s Claude Tag Research turns Slack into search
Anthropic’s Claude Tag Research preview shows how to turn Slack threads into a searchable research surface.
This benchmark proves harness quality beats model hype in coding
The repo shows coding benchmark results depend more on harness quality than model branding.
GLM-5 Is Right to Kill Vibe Coding and Push Agent Engineering
GLM-5 is a useful signal that AI development must move from vibe coding to agent engineering.