8 min read
Agent-Native Backends Are the Next AI Coding Bottleneck
InsForge is an open-source backend for agentic coding. Why agents still break databases, auth and deploys, and what an agent-readable control plane needs.
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47 articles - page 3 of 4
8 min read
Agent Swarms Need Receipts
Agent swarms are easy to launch and hard to trust. Why every multi-agent setup needs receipts - tests, logs, diffs and reviewable checkpoints - not more agents.
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8 min read
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.
8 min read
DeepSeek V4 Changes the Coding Agent Cost Equation
DeepSeek V4 brings near-frontier coding at a much lower token price. Where cheap reasoning fits in a coding agent stack, from code review to repo mapping.
8 min read
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.
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8 min read
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.
8 min read
ML Intern Shows Where Coding Agents Are Heading: Domain Tools, Not Generic Chat
Hugging Face's ml-intern is a domain agent for ML work - papers, datasets, training jobs, and Hub traces. Why domain tools beat generic chat for coding agents.
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8 min read
Open Design Shows the Next Agent Wrapper
Open Design turns coding agent CLIs like Claude Code and Codex into a design engine. The real lesson is artifact-first agent wrappers, not design automation.
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8 min read
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.
9 min read
Skills Are the New Agent Operating System
Agent skills turn team process into small, reusable operating procedures that load when relevant. Why skills beat one giant prompt for coding agents.
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9 min read
Cloudflare Agent Memory: A Developer's Guide to the New Primitive
Cloudflare's Agent Memory primitive. What it stores, how ingest and recall work, how it compares to mem0, and how to wire it into your stack.
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12 min read
GPT-5.4 for Developers: The Production Guide
GPT-5.4 developer guide with OpenAI SDK code, computer use, the 272K-token pricing cliff, and when 5.4 still beats GPT-5.3 and GPT-5.5 in production.
Showing 25-36 of 46 articles
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