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Uber burned through its entire 2026 AI budget in four months on Claude Code, a case study in how ungoverned token consumption leads to budget runaway. The phenomenon, called "shadow tokens," is also driving Microsoft to …
Amdb, a zero-runtime, single-binary code context MCP server that indexes codebases entirely on the local machine with combined graph and vector retrieval, has been released as an open-source tool. The Rust-based tool req…
AlphaSMO released a free public API, CLI, and MCP server that cleans and normalizes SEC EDGAR 13F and Form 4 insider-trading data, solving the problem of near-duplicate institution names. The tool provides signals such a…
AI agents cannot see real-time GPU utilization, VRAM, temperatures, or active processes without a GPU-aware MCP server, creating an operational bottleneck for autonomous infrastructure operations. The open-source `gpu-mc…
AI agent tool calling has converged on open protocols like MCP, function calling, and A2A, but scaling to multi-user production agents introduces new bottlenecks in tool quality, context efficiency, multi-user authorizat…
Google's internal culture has become a bureaucratic nightmare that stifles innovation, according to a developer commentary. The author argues that low morale and excessive red tape cause top-tier engineers to spend more …
Bifrost, an open-source tool from Maxim, introduces MCP Tool Groups to solve the authorization and cost problems caused by uncurated tool access in MCP-based agent deployments, where a benchmark showed 508 tools across 1…
Promptforce.ai launched Prefex, a local-first proxy that bundles over a dozen LLM cost-optimization techniques into a single Go binary for Claude Code and OpenAI-compatible APIs, claiming to reduce spending beyond native…
OpenTax, an open-source deterministic tax computation engine, scored 96% exact returns on the TaxCalcBench benchmark, outperforming every AI model and engine ever measured, including GPT solutions and Fable 5. The engine…
GitHub Copilot, OpenAI Codex, and Anthropic Claude Code have converged on the same feature set by mid-2026, making billing the key differentiator. OpenAI moved Codex to token-based credits on April 2, 2026, followed by G…
Kdeps, a CLI coding agent that runs on llamafile and/or GGUF, enables building and deploying AI agents in YAML with workflow (DAG pipelines) and agent (autonomous LLM loop) modes. The open-source tool supports resource t…
LoreConvo offers a paid tier that adds consent and provenance safeguards often missing from free memory extensions for AI-assisted workflows, addressing gaps in data isolation and audit trails that become critical when p…
A model's per-token price does not determine actual cost; Kimi K2 at roughly half the per-token price of GPT-5.1 class models still lands close to the same cost per completed task at about 95 cents versus $1.04, accordin…
Zack London's AI film project Gossip Goblin is getting a theatrical release for a feature-length film, marking one of the first times an AI-driven filmmaker has moved from online audiences to the big screen. The Hollywoo…
Anthropic's Recorder Skill inside Claude Co-work lets Claude learn UI-only software by screen recording, no API or MCP needed. The feature, currently Mac-only, captures clicks, typing, and narration to generate a reusabl…
A developer built quota, a terminal tool that displays remaining usage for AI coding tools like Claude Code and Codex, reading provider state locally to avoid API calls. The tool aims to prevent mid-task rate limit inter…
Highflame released ai-factory, an open-source spec-driven development pipeline for AI coding agents that enforces deterministic gates and multi-agent review to prevent codebase degradation. The pipeline, which the compan…
AngelList launched AngelList Link on July 23, a read-only MCP server that lets fund managers query AngelList-held financial and operational records from Claude, ChatGPT, Codex and other compatible tools. The product can …
Cognition's FrontierCode benchmark, released in June 2026, evaluates whether AI-generated code would actually be merged by a senior engineer, and across every model tested the answer is mostly no. The benchmark's Diamond…
Open Artifact is a new open-source tool that gives LLM-generated documents and artifacts a shareable URL, enabling private sharing, line-level commenting, and agent-driven revision. The project, hosted at open-artifact.c…