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Anthropic's Claude scheduled tasks enable cloud-run automation for recurring business workflows such as invoice reconciliation and reporting, but reliable output depends on a solid foundation of reference files including…
GitHub's August 17, 2026 outage lasted 7 hours 36 minutes, with Copilot being the last service to recover, clearing only when the incident closed at 21:15 UTC. The incident, which began at 13:40 UTC, degraded eight servi…
CrewAI, AutoGen, and LangGraph are the leading AI agent frameworks, each suited to different production needs: CrewAI for structured role-based workflows, AutoGen for flexible conversational loops, and LangGraph for comp…
GitKraken released GitLens 19 on August 14, transforming the Commit Graph from a read-only viewer into an interactive workbench with AI-powered features, including AI agent monitoring for Claude Code, AI-assisted merge c…
Mads Thines, a Copenhagen-based designer and product engineer, launched LoreKit, an open-source memory layer that gives AI coding agents a record of earlier mistakes, fixes, and project-specific lessons, storing memories…
Andrew Marble of willows.ai introduced three tasks to evaluate AI coding agents as products, measuring efficiency, collaboration, and taste in interactive sessions, and tested five agents including three smaller local mo…
A developer detailed a local-first AI architecture that prioritizes on-device computation with cloud APIs as fallback, citing projects like OpenWork that cut API spend by 87% and improved response times for 73% of reques…
Rungraph, a new open-source tool, converts AI coding-agent transcripts into interactive directed graphs, allowing developers to visualize agent runs retroactively without hooks or setup. The tool, launched on Hacker News…
Google shipped Gemini 3.7 Flash on August 13, topping FrontierCode 1.1 and DeepSWE v1.1 coding benchmarks with scores of 43.6% and 65.3%, respectively, and priced at $0.75 per million input tokens—four times cheaper than…
Software engineer Spartak is selling Unslop, a $19-per-month web editor that restores a writer's voice to AI-polished drafts by analyzing cadence, structure, and word choice, with the highest tier including API access. U…
Sequoia Capital's thesis that AI companies will sell work rather than software is flawed because using AI for a task trains the model to do it, commoditizing the service, according to a rebuttal by Andrew Côté. The durab…
AI agent approval fatigue is quietly undermining startup safety, as human reviewers rubber-stamp approval queues after approving dozens of benign requests, according to an analysis citing Replit's July 2025 production da…
A new arXiv study, 'Exposed by Design,' found more than 21,000 Model Context Protocol (MCP) server instances reachable from the public internet, with 91.8% of audited servers lacking OAuth and 687 tools exposing shell ex…
In April 2026, Fortune reported that an employee at Meta built an internal leaderboard ranking colleagues by AI token consumption, drawing on usage from more than 85,000 employees and displaying the top 250, with the hig…
Joseph Heck's essay 'Software engineering fundamentals matter more than ever' argues that classic engineering disciplines have become the operating controls for AI coding agents, a claim backed by DORA's 2025 State of AI…
A developer shipped an open-source MCP server for code review with zero marketing budget and gained 650+ PyPI installs and listings in five directories within a month. The playbook highlights directory listings, Product …
SaaSLyra, a new AI-powered SaaS discovery platform, launched on Hacker News to help founders get their products found by both people and AI through structured listings, submission workflows, and visibility insights. The …
Waku version 0.1.0, a native desktop control plane built in Rust with GPUI, combines coding-agent CLIs into one local application, allowing developers to monitor, interrupt, and rollback agent sessions. The app connects …
A developer built mcptoon, a CLI tool that reduces MCP server token usage by 91% by replacing verbose JSON schemas with a compact pipe-delimited format. The tool, which sits between AI coding agents and MCP servers, was …
An engineer spent a day pointing an AI agent at a browser to publish a product across four marketplaces and encountered five silent failure modes, the worst being clicks landing off-target due to a coordinate space misma…