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Latest Artificial Intelligence News & Dispatches

Continuous coverage of model releases, agentic tools, AI compute infrastructure, and SaaS industry shifts.

Breaking AI Workflows

Hermes Subagents: Parallel Workflows and Multi-Agent Patterns

Hermes Agent supports four parallel subagent patterns: Parallel Independent (same task to N agents), Pipeline with Dependencies (chain tasks sequentially), Fan-Out/Fan-In (split work then merge), and Competitive (N agent...

Deepak Bagada Deepak Bagada
3m read
Deep Dive Open Source

Self-Improving AI Skills with Hermes Learning Loop

Hermes Agent v2.0+ self-improves its skills by detecting recurring task patterns after 3 repetitions, encoding them as SKILL.md files, then analyzing execution traces every 5 invocations to remove redundant steps and opt...

Deepak Bagada Deepak Bagada
3m read
Briefing Agentic AI

Hermes Agent Memory and Skills: Complete Guide 2026

Hermes Agent's memory system has three layers: agent-curated durable facts stored in SQLite with FTS5 full-text search, auto-generated skills that encode procedural workflows, and the Honcho dialectic user model that tra...

Deepak Bagada Deepak Bagada
3m read
Deep Dive Agentic AI

Hermes Agent Production Deployment: VPS Docker Guide

Deploy Hermes Agent to production on a $12/month VPS by installing with pip, configuring Docker terminal backend, setting up the Telegram gateway, and enabling cron scheduling. The agent runs as a systemd service with au...

Deepak Bagada Deepak Bagada
3m read
Briefing Agentic AI

Automate Incident Response Kimi K2.6 Autonomous Agent

Kimi K2.6 operates as an autonomous incident response agent that monitors infrastructure and resolves common issues without human intervention. Before this workflow, an on-call engineer responded to 15 alerts per week an...

Deepak Bagada Deepak Bagada
8m read
Breaking AI Workflows

Build Web Apps Kimi K2.6 from Prompts in Hours

Kimi K2.6 builds production-ready web applications from natural language prompts in hours instead of days. Before this workflow, a developer needed two weeks to build 30 restaurant landing pages with individual menus, ho...

Deepak Bagada Deepak Bagada
8m read
Breaking Agentic AI

Build Multi-Agent Triage with Hermes in 2 Hours

Build a multi-agent triage pipeline with Hermes Agent v2.0+ by configuring scout agents for each signal source (Discord, GitHub, Reddit), a shared SQLite kanban board for deduplication, and parallel research subagents. T...

Deepak Bagada Deepak Bagada
3m read
Founder Story Agentic AI

Monitor Competitors Kimi K2.6 Agent Swarm Research

Monitor competitors Kimi K2.6 by deploying its Agent Swarm to run 50-plus parallel autonomous research agents that scan competitor websites, pricing pages, and job postings continuously. Before this workflow, an analyst...

Deepak Bagada Deepak Bagada
8m read
Founder Story Agentic AI

Build Ecommerce Sites Kimi K2.6 Agent Swarm

Build ecommerce sites Kimi K2.6 by describing your business and letting the Agent Swarm generate the full site autonomously. Kimi K2.6 produces HTML, CSS, and JavaScript for landing pages, product catalogs, and booking s...

Deepak Bagada Deepak Bagada
8m read
Deep Dive Agentic AI

Automate SOP Skills Kimi K2.6 PDF Conversion

Automate SOP skills Kimi K2.6 by feeding PDF policy documents into Kimi's skill generation engine. Kimi K2.6 reads standard operating procedures, extracts decision trees and compliance rules, and converts them into calla...

Deepak Bagada Deepak Bagada
8m read
Deep Dive LLMs

Research Synthesize Reports Kimi K2.6 Deep Research

Research synthesize reports Kimi K2.6 Deep Research by giving it a question and letting it browse 100-plus sources autonomously, extract findings, and produce a structured report. Before this workflow, a 50-source litera...

Deepak Bagada Deepak Bagada
8m read
Founder Story Agentic AI

Generate Documents Slides Kimi K2.6 Agent Swarm

Kimi K2.6 Agent Swarm generates coordinated documents, slides, and spreadsheets from a single brief in one autonomous run. Before this workflow, a product team spent five days creating a 40-page specification document, 3...

Deepak Bagada Deepak Bagada
8m read
Founder Story Coding

Automate Code Refactoring Kimi K2.6 Long-Horizon

Kimi K2.6 automates code refactoring across 12-hour autonomous runs with zero human supervision. Before this workflow, a senior engineer needed three weeks to refactor a legacy exchange-core module. After deploying Kimi...

Deepak Bagada Deepak Bagada
8m read
Founder Story AI Workflows

Claw Groups Kimi K2.6 Collaboration Multi-Device

Collaborate with Claw Groups Kimi K2.6 collaboration by deploying agents across your laptop, cloud server, and phone as a single coordinated team. Before this workflow, agents were tied to one device and could not hand o...

Deepak Bagada Deepak Bagada
9m read
Research Breakdown Agentic AI

Automate Security Audits with Claude Code Agents

Automate security audits with Claude Code by running agents that scan your codebase for OWASP Top 10 vulnerabilities using Opus 4.8. Before this workflow, a 100,000-line security audit took 3-5 days. After setup, Claude...

Deepak Bagada Deepak Bagada
8m read
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