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1032 postsGitHub AI Agent Tricked Into Leaking Private Repos via Public Issue
Noma Labs shows how a hidden prompt in a public GitHub Issue tricked an AI agent into leaking private repo contents publicly.
Why LLM Decisions Should Be Deterministic
Why LLM-driven systems need deterministic decision layers, and how auditability, not just consistency, matters for engineering teams.
Why Uptime Bars Should Come From Checks, Not Incidents
Why status pages should compute uptime from confirmed checks, not published incidents, and how a frozen 'public' flag can hide real outages.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comTelegram's Hidden Data Centers: Why DC3 Users Vanished
An MTProto-level investigation into why Telegram's DC3 data center appears empty and how DC-detection bots got it wrong.
Telegram Serverless: Run Bot Backends Without Servers
Telegram Serverless runs bot and Mini App backend code in an isolated V8 sandbox with no infrastructure, using a CLI for deploys and database migrations.
MCP Design Patterns: 6 Architectures for AI Tool Servers
Six practical MCP server architectures: API wrapper, composite service, resource-oriented, agent-backed, event-driven, and gateway patterns explained.
Why TypeScript 7 Breaks ESLint, ts-jest, and ts-morph
TypeScript 7's tsgo compiler lacks a stable programmatic API until 7.1, breaking ESLint, ts-jest, and ts-morph. Here's the workaround.
Agentic Workflows Should Mature Into Deterministic Code
New research shows agentic workflows should mature into deterministic code as patterns repeat, using LangGraph as the visible seam.
Prompt caching raised my bill — the write premium I missed
Turning on prompt caching increased costs due to a hidden write premium (~1.25x) versus cheap reads (~0.1x). Here's the fix and what to monitor.
memlineage v0.1.0: A Two-Layer Defense Against LLM Agent Memory Poisoning
memlineage v0.1.0 is an open-source Python library defending LLM agents against memory poisoning via cryptographic provenance and behavioral detection.