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News
Claude Code Token Compromise & Hook Hijacking: Auditing CVE-2026-21852
8+ min ago (374+ words) The transition from inline IDE autocomplete linters to autonomous, shell-wielding terminal agents (such as Anthropic's claude CLI) introduces an entirely new threat model. Terminal agents do not merely suggest code; they read configuration files, execute bash scripts, run test suites, interact…...
OpenAI’s voice AI no longer waits for your turn — it costs $0.05 a minute
2+ hour ago (453+ words) Martin Cid Magazine Press Enter to Search Every voice AI on the market today tells you to wait before speaking. OpenAI’s GPT-Live-1 does not. The model, available through OpenAI’s API, listens and speaks simultaneously — handling interruptions, pauses, and overlapping speech…...
voice ai for appointment booking: Build a Vapi + ElevenLabs Agent that books slots and sends reminders 24/7
23+ min ago (591+ words) You can wire Vapi's speech-to-intent engine to ElevenLabs' neural text-to-speech, then glue the two together with an n8n workflow that talks to Google Calendar and Twilio. The result is a fully-automated "voice AI for appointment booking" that can take calls, create…...
Dogecoin Developer Turns to Community for Next Core Upgrade Tests
31+ min ago (225+ words) Dogecoin developer 'Junior Developer,' with X handle 'chromatic_x,' has sent help requests to the DOGE community to aid in testing the next round of improvements for Dogecoin Core. Dogecoin Core, Dogecoin's reference implementation, is the software most commonly used to run…...
Modeling Invoice Corrections as New Documents, Not Edits
50+ min ago (351+ words) I built a TypeScript/Express REST API for managing invoices through a controlled lifecycle — drafts can be edited, finalized invoices can be issued and exported as PDFs, and corrections are handled as replacement invoices rather than by mutating the original....
Copilot Can Now Approve Pull Requests. Should It Count Toward Your Branch Protection?
44+ min ago (633+ words) Copilot code review can now submit approvals that satisfy required reviews. How the controls compose, what is undocumented, and a safe rollout. Tagged with githubcopilot, github, devops, codereview....
Context-Aware AI Assistants: How They Know What Comes Next
42+ min ago (1567+ words) Ask an AI assistant how to apply to a university, reset an account password, track an order, or prepare for an interview, and it can usually generate a useful response within seconds. But answering a question is not the same…...
Reward hacking is largely a property of the scaffold
4+ hour, 38+ min ago (1062+ words) Do evaluation cues trigger reward hacking? Same model, same 103 impossible coding tasks, same prompt: 63% cheating inside the benchmark's own agent scaffold, 2% inside an ordinary coding agent. Data, harness code, and analysis scripts: github.com/mac-n/scaffold-effect. Every number below is…...
Hy4 preview vs Grok 4.5 - AI Model Comparison
2+ hour, 32+ min ago (16+ words) OpenCode Related comparisons. Other model pairs to check....
GPT6 Astra Setup Guide Sparks Developer Buzz | AI News Detail
2+ hour, 17+ min ago (148+ words) According to @godofprompt, a Codex snippet prepares environments for GPT-6 Astra, signaling early tooling interest and workflow demand among builders. Companies monetize AI through API access models and white label platforms. Startups build vertical solutions targeting manufacturing predictive maintenance and…...