Agentic AI

Self-Improving Agent With Guardrails

May 27, 2026May 21, 2026 by Carlos Paredes

Image of an AI operations control room where a central agent dashboard reviews feedback signals, KPI gauges, approval gates, and versioned prompt updates.

A LiteLLM agent that senses weak KPIs, proposes prompt updates, and routes risky self-improvement through approval gates.

SWE-agent Next Action Planner

May 27, 2026May 21, 2026 by Carlos Paredes

Image of an AI software planning control room, with a glowing terminal interface showing safe simulated tools, action traces, review gates, and blocked production access.

A LiteLLM educational demo rebuild of the SWE-agent action loop using simulated tools, review gates, and no real execution.

Researcher Micro Research Agent

May 27, 2026May 20, 2026 by Carlos Paredes

Image of an AI research desk with three clearly separated stations labeled Plan, Gather, and Publish.

A safe educational rebuild of GPT Researcher using fictional source packets and a plan, gather, publish research loop.

Goose Action Planner

May 27, 2026May 20, 2026 by Carlos Paredes

Image of an AI control desk for software agents, showing a central planning console with three clear status lanes labeled approved, review, and blocked, surrounded by abstract tool cards and audit notes.

A safe educational rebuild of Goose as a LiteLLM-native safety-gated action planner for tool selection and review.

Browser Use Web Task Planner

May 27, 2026May 19, 2026 by Carlos Paredes

Image of an AI operations desk reviewing fictional browser page states. Show three translucent panels labeled observe, decide, validate, and report. A browser window is visible but inactive, with a lock icon and a note that no real website is being accessed.

A safe educational rebuild of Browser Use as a fictional page-state planner with local action validation.

PentestGPT Authorized Review Agent

May 27, 2026May 19, 2026 by Carlos Paredes

Image of an AI security review desk inside a modern operations room. In the foreground, a glowing checklist labeled authorization, scope, evidence, and review sits beside a locked terminal screen. In the background, abstract network diagrams remain dim and inactive, showing that no live system is being tested.

A safe educational rebuild of PentestGPT as an authorized scope, review, and evidence planning agent.

Fabric Pattern Runner

May 27, 2026May 18, 2026 by Carlos Paredes

Prompt pattern routing console for enterprise AI. Show three glowing pattern cards labeled Summarize, Extract Risks, and Action Plan flowing into a central AI gateway.

An educational demo of the Fabric pattern library idea as a small LiteLLM-native prompt runner.

Agency Swarm Orchestration: Framework Makes Architecture Visible

May 27, 2026May 16, 2026 by Carlos Paredes

Stopped here. No code audit, no edits, no patch, and no simplification recommendations yet.

Three-agent content pipeline using Agency Swarm, a CEO agent delegates research and writing to specialized workers through a structured communication chart.

AutoGen: Three Ways AI Agents Talk to Each Othe

May 27, 2026May 15, 2026 by Carlos Paredes

A cinematic top-down view of three glowing humanoid figures seated at a round table in a dark boardroom, each figure a different color of light (blue, amber, green), passing a glowing document between them. Pure visual metaphor for structured multi-agent collaboration.

Three AutoGen agents showing how AI can hold structured conversations, run group debates, and self-correct code without human input

CrewAI: 3-Agent Content Crew

May 27, 2026May 15, 2026 by Carlos Paredes

Three-agent CrewAI crew where one agent researches, one writes, and one reviews, all routed through LiteLLM with no provider lock-in.

One documented agent build in your inbox, every week