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AGENTS

79 items

42 posts, 29 tools, 8 guides

Tool
OpenCode

Open-source AI coding agent for terminal, desktop, and IDE. Works with 75+ LLM providers including Claude, GPT, Gemini, and local models. Runs parallel sessions on one project.

Tool
Jules

Google's asynchronous coding agent. Point it at a GitHub repo, it clones to a cloud VM, plans with Gemini, and opens a pull request. Tiered plans from 15 to 300 tasks per day.

Tool
Goose

Open-source AI agent built in Rust, now governed by the Agentic AI Foundation at the Linux Foundation. Desktop app, CLI, and API. 15+ model providers, 70+ MCP extensions.

Tool
Conductor

Mac app for running parallel Claude Code, Codex, and Cursor agents in isolated workspaces. Watch every agent work at once, then review and merge their changes.

Tool
E2B

Open-source cloud sandboxes for AI agents. Isolated environments that start in under 200ms, run code in Python, JavaScript, and more, and persist sessions up to 24 hours.

Blog
Handling Fable 5 Refusals: A Working Guide to the Fallback API

Fable 5 ships with safety classifiers that route flagged requests away from the model. In production you need to handle this, and Anthropic shipped three ways to do it. Here's how each one works, with code, plus the billing rules nobody has written up.

Blog
Codebase Graphs Are the New Agent Map

Graphify is trending because coding agents keep hitting the same wall: they can edit files, but they still need a durable map of how the codebase, docs, schemas, and decisions connect.

Blog
Agent-Native Backends Are the Next AI Coding Bottleneck

InsForge is trending because coding agents can scaffold UI faster than they can safely operate databases, auth, storage, functions, and deployments. The backend now needs an agent-readable control plane.

Tool
DeepSeek-TUI

Open-source terminal agent runtime with approval modes, rollback snapshots, MCP servers, LSP diagnostics, and a headless HTTP API. Uses DeepSeek models by default.

Blog
Agent Swarms Need Receipts

GitHub is filling with multi-agent frameworks, skills, and coding harnesses. The useful lesson is not that every team needs a swarm. It is that every agent needs receipts: tests, logs, diffs, and reviewable checkpoints.

Blog
Agentic Search Works Best When It Writes Queries, Not Answers

SNEWPAPERS is a useful Show HN signal: the strongest agentic search products do not replace search results with prose. They teach the agent to operate a real search system.

Blog
DeepSeek V4 Changes the Coding Agent Cost Equation

DeepSeek V4 is trending because it is close enough to frontier coding models at a much lower token price. The real question for developers is where cheap reasoning belongs in an agent stack.

Blog
Flue and the Agent Harness Layer

Flue is trending because it names the part of agent infrastructure that is becoming product-critical: the programmable harness around the model.

Blog
jcode and the Coding Agent Harness Wars

jcode is trending because it competes on a less glamorous but important agent metric: how cheap it is to keep many coding sessions alive.

Blog
ML Intern Shows Where Coding Agents Are Heading: Domain Tools, Not Generic Chat

Hugging Face's ml-intern is trending because it narrows the agent loop around one domain: papers, datasets, model training, Hub traces, and ML shipping workflows.

Blog
Open Design Shows the Next Agent Wrapper

Open Design is trending because it turns Claude Code, Codex, Cursor, Gemini, and other CLIs into a design engine. The useful lesson is not design automation. It is artifact-first agent wrappers.

Blog
Refusal Directions Are a Systems Problem

A trending refusal-direction paper is a reminder that model safety cannot be treated as a thin refusal layer. Builders need layered controls around the model.

Blog
Skills Are the New Agent Operating System

GitHub trending is full of agent skill frameworks. The real shift is not bigger prompts or more agents. It is turning team process into inspectable, reusable operating instructions.

Blog
Cloudflare Agent Memory: A Developer's Guide to the New Primitive

Cloudflare's Agent Memory primitive. What it stores, latency profile, how it compares to mem0, and how to wire it into your stack.

Blog
GPT-5.4 for Developers: The Production Guide

GPT-5.4 ships state-of-the-art computer use, steerable thinking, and a million-token window. Here is the implementation guide for builders, with real OpenAI SDK code, the 272K pricing cliff, and where it actually beats 5.3 and 5.5 in production.

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