2026-08-25 18:22 UTC
DANGMUAAI & Developer Tools, Decoded

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IndustryAug 24, 20264 min read

Reddit's ChatGPT Citation Share Fell 86.4% in Under a Month

Promptwatch data shows Reddit fell from 3.83% to 0.52% of ChatGPT Search citations, while Google's AI surfaces barely moved. What it does and doesn't prove.

AgentsAug 24, 20266 min read

OpenAI's Agent Bet: 98% Adoption Inside, Under 1% Outside

An OpenAI-backed study puts June Codex use at 98% of OpenAI staff, 17% of org subscribers and under 1% of individuals. What that gap means for buyers.

InfrastructureAug 24, 20263 min read

Vercel Sandbox Goes Global: Four Regions, Failover on Pro

Vercel Sandbox now runs in iad1, sfo1, cle1 and cdg1, with failover for Pro and Enterprise. Snapshots can't move regions, so plan a rebuild.

AgentsAug 23, 20263 min read

Strict Tool Contracts: 18 Wrong Answers per 1,000 vs 240

A simulation puts identical models 13.6x apart on confidently wrong answers, and shows one tail verifier beating three sampled across the chain.

AI ModelsAug 23, 20265 min read

Inherent Says Its 27B Agent Beat Claude Opus and GPT-5.5

Inherent's Faraday, on a 27B Qwen 3.6, reportedly beat frontier agents at paper replication. Plus Ora's harness benchmark pointing the same way.

Dev ToolsAug 23, 20264 min read

Claude Code vs eve: Same Models, eve Takes 7% Fewer Steps

Ora benchmarked Claude Code against Vercel's eve on live sites using the same models: 7% fewer steps, 2x native success, 9% more valid endpoints.

Dev ToolsAug 22, 20263 min read

Fourteen Code Hosts Scanned: Zero MCP Server Cards Found

An independent scan of 14 code hosts on August 22 found zero MCP server cards, zero API catalogs and a top score of Level 1 of 5 across the sample.

AgentsAug 22, 20266 min read

CUSTODY Ships to Fence In AI Agents Inside Company Networks

Jake Williams released CUSTODY to constrain enterprise AI agents, as new harness code shows why capability envelopes stop injection that classifiers miss.

AgentsAug 22, 20263 min read

BM25 Beats Agentic Search at Scale, 50.5 vs 30.7 Accuracy

A scaling study reports BM25 at 50.5 accuracy versus 30.7 for an agentic retriever, on 39x fewer query tokens. The crossover sits near 10M corpus tokens.

Dev ToolsAug 21, 20265 min read

Build a Tool-Calling AI Agent in Node.js, No Framework

A walkthrough of the OpenAI Responses API tool-calling loop in plain Node.js, plus the risk tiers and authorization rules that keep it safe in production.

InfrastructureAug 21, 20263 min read

Vercel Bills Deployment Storage at $0.10 per GB per Month

Vercel's rollback history now has a price tag: $0.10 per GB per month, 10 GB included on Hobby. How to trim the bill without losing instant rollback.

IndustryAug 21, 20263 min read

OpenAI's Apple Messages Plug-In Lets ChatGPT Text For You

OpenAI's new Apple Messages plug-in lets ChatGPT search, draft, send and delete your texts. What the company says runs locally, and the toggle to avoid.

AgentsAug 20, 20263 min read

CoSnitch Shows Prompt Injection Is Now A Recon Problem

A named attack coaxed Copilot into mapping its own architecture. One commentator argues the real fix is boring: treat the assistant's context like a network segment.