32 articles
GitHub Spec Kit and gstack are trending for the same reason: coding agents need durable specs, plans, and task ledgers more than another one-shot prompt.
CISA added the first AI agent building platform to its Known Exploited Vulnerabilities catalog. What the Langflow IDOR vulnerability means for agent security and how to check if you're exposed.
A practical guide to choosing GPT-5.6 Sol, Terra, and Luna, using programmatic tool calling, caching, and the multi-agent beta in production.
GPT-5.6 Sol dropped on June 26, 2026 as a limited preview with government-imposed access restrictions. Here is what developers need to know about the three-tier Sol/Terra/Luna model family, pricing, availability timeline, and how to prepare your codebase for GA.
A new paper proposes inverting traditional agent architecture - making the append-only event log the source of truth, not an afterthought. HN debates whether this is novel or just CQRS with extra steps.
A companion guide to the Agents 101 video: a behind-the-scenes walkthrough of building and deploying AI agents fast on Vercel, the agentic infrastructure stack. Here is the map of what to learn and where to go next.
No single model wins every task anymore, and the companies that never trained one - Factory, Devin, Perplexity, Cursor, OpenCode - are turning that into a moat. This is how model routing works, why open weights and neoclouds make it cheap, and the honest counter-argument.
Cursor Automations lets AI agents run in the background based on triggers, not prompts. Here is how to set them up, configure triggers, and integrate into your workflow.
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.
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.
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.
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.
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.
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