6 min read
A Security Camera Shipped a GitHub Admin Token in Its Login Page
A Hanwha Vision camera shipped a GitHub admin token in its login page because a Vite build leaked process.env. How it happened and what to fix in your CI.
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Page 40 of 100
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Deep dives into AI agents, coding tools, and building with LLMs.
1192 articles844 topics
8 min read
AI Agent Auth Platforms Compared: Arcade vs Composio vs Nango vs Stytch
AI agent auth platforms compared: Arcade, Composio, Nango, and Stytch on OAuth 2.1, MCP support, integration counts, and which to pick by workload.
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7 min read
Claude Cookbook: Anthropic's Official Playbook for Building with Claude
Anthropic launched the Claude Cookbook - 90+ practical guides from their engineers covering tool use, agent patterns, evals, and production deployment. The HN discussion debates whether cookbook resources still matter when you can just ask the AI.
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7 min read
Claude Opus 5 in 8 Minutes: What Developers Need to Know
Claude Opus 5 for developers: what changed from Opus 4.8, the breaking API changes to migrate, and when Opus 5 is the right default over Fable 5.
8 min read
DataFlow-Harness Shows Why Agents Need Editable Pipelines
DataFlow-Harness shows why coding agents doing data work should produce editable, validated pipelines instead of throwaway scripts, and what to copy first.
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7 min read
Echo Claims Fable-Level Results at One-Third the Cost Using Open-Weight Models
A new multi-model orchestration system routes requests across open-weight models to match frontier performance at reduced inference cost. Here is what we know.
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10 min read
FLUX 3: Black Forest Labs Ships a Unified Multimodal Foundation Model for Image, Video, Audio, and Robotics
FLUX 3 from Black Forest Labs is one multimodal model for image, video, audio, and robot actions. What it does, how it works, and how to try it.
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6 min read
Kimi K3 in 10 Minutes: Moonshot AI's 2.8T Open Model, API Setup, Pricing, and Benchmarks
Kimi K3 from Moonshot AI is a 2.8T open model with a 1M-token context and an OpenAI-compatible API. How to call it, what it costs, and how it benchmarks.
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9 min read
Why Software Factories Fail: Harness Engineering Is Not Enough
A deep dive into why fully autonomous AI coding agents degrade codebases over time, and what context engineering can actually fix.
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9 min read
Terence Tao Digests the Jacobian Conjecture Counterexample: How Claude Fable 5 Broke an 87-Year-Old Math Problem
Claude Fable 5 found a counterexample to the 87-year-old Jacobian conjecture, and Terence Tao worked through the math. How it works and what HN is saying.
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13 min read
Where to Access Kimi K3: Every Provider and Price Compared (2026)
Where to access Kimi K3: Moonshot's API at $3 input and $15 output per million tokens, OpenRouter hosts, inference clouds, and open weights.
8 min read
SearchOS Shows Deep Research Agents Need Shared State
SearchOS turns web research from a growing chat transcript into shared state: frontier tasks, evidence graphs, coverage maps, and failure memory. That is the pattern serious deep-research agents need.
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