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2695 postsThe Serverless CPU-Throttling Bug That Freezes Background Tasks
Cloud Run's request-based CPU model freezes background tasks scheduled after a response, causing jobs to hang for minutes or vanish. Cause, diagnosis and fix.
Prismata: Defending Web Agents Against Prompt Injection Attacks
Prismata introduces a new defense mechanism using dynamic trust labeling and content restriction to protect web agents from cross-site prompt injection attacks.
Human-in-the-Loop Is Not a Governance Strategy
Approval modals in agentic AI systems often provide the illusion of oversight, not real control. Here's what genuine human-in-the-loop design actually requires.
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.comchwire: A New Native-Format JavaScript Client for ClickHouse
chwire is an open-source JS client for ClickHouse that speaks the Native binary format over HTTP and TCP, offering much faster encoding and decoding than JSONEachRow.
Python Automation Cookbook: Building AI-Driven Decision Pipelines
A practical pattern for adding lightweight AI classification steps to deterministic script pipelines, handling judgment calls that if/else logic can't cover.
What 1,000 Invoices a Month Really Cost: Five Document-AI APIs
A side-by-side look at AWS, Google, Azure, LlamaParse and Veryfi pricing pages reveals hidden minimums and failed-attempt billing behind the real cost of 1,000 invoices a month.
AGENTS.md Is Advisory. Here's How to Make It Enforceable
AGENTS.md is used in 60,000+ repos but it's just prose no one verifies. getff shows how to bind every claim to a live test and CI gate, making the doc enforceable rather than advisory.
Lessons Learned Designing MCP Tools for AI Agents
How the FlurryPORT developer discovered why AI agents ignored their MCP tools, and the practical design lessons that fixed it.
Building a React Native SDK Inside an 800K-User Super-App
Kwaaka embedded a crash-safe React Native coupon SDK into Kazakhstan's Onay super-app, serving 800K users via OTA updates and a native bridge.
As AI coding speeds up, the bottleneck shifts to specs
As AI coding autonomy climbs toward full automation, the real bottleneck shifts from writing code to defining what to build. A new open-source pipeline turns meeting transcripts into structured specs.