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OpenAI's GPT-6.1 Sol is now available on Vercel's AI Gateway, improving on GPT-6 Sol for coding, computer use, and professional work such as reading complex documents and running multi-step workflows. The model is priced…
Nearly 13% of Vercel's paid AI Gateway teams used TypeSafe's Jev model in its first 24 hours, more than twice the first-day share of any prior model, according to the article's account of the launch. Jev returns a choice…
Anthropic's Claude Sonnet 5.5 is now available on Amazon Bedrock and Claude Platform on AWS, AWS announced, offering lower cost per task for most work at faster speed than Sonnet 5. The model is positioned for well-scope…
GitHub released a free, open source course called "GitHub Copilot app for Beginners" to teach developers how to use the GitHub Copilot desktop app, which runs AI coding agents and consolidates plans, diffs, test output, …
A developer is revisiting three earlier agent experiments — a pyserial-based serial-device gateway behind an HTTP API, a Reflection coding exercise, and a LangGraph question-answering workflow — to trace complete executi…
NVIDIA released OpenShell 0.1.0, an open-source runtime that enforces which systems and data an AI agent can access through sandboxed execution, controlled service access, credential management, and formal policy analysi…
A developer built a voice-based AI skill assessment app in which an AI agent interviews a participant about a chosen skill and produces a scored report card. Skills are defined entirely in JSON files (including agent nam…
A developer building a paid business-verification API for AI agents documented three bugs that each reported success instead of failure: a Korean government debarment API that returned HTTP 200 with an empty result set b…
Giving AI agents accurate context about company data requires four things: governed metric definitions in a semantic layer, documented and owned tables, column-level lineage with quality-check results, and retrieval over…
A developer built Jeffy Loop, an open-source control loop for Claude Code that audits codebases, generates fixes, and verifies them with adversarial checks and a shell gate before anything is pushed. The loop has produce…
A developer built an open-source reconciliation tool, onchain-tieout, that checks whether a wallet's reconstructed balance from transaction history matches the on-chain balance at the same block, and the tool's first cat…
Vercel's AI Gateway now lists GPT-6 Sol as usable through the AI SDK's experimental evaluation API, which lets application code ask named questions about shared input called `state` and return three answer types via the …
Jawad Ul Hadi, a backend lead and architect, built a NestJS module that converts timesheets in six formats — PDF, DOCX, XLSX, XLS, PNG and JPG — into a fixed eight-column payroll export, using deterministic parsing as th…
A developer built a lightweight end-to-end test suite using Pytest and Playwright that runs from a local machine, allowing AI coding agents to execute the tests and validate their own changes without manual QA. The devel…
A September 22, 2026 arXiv paper by Laizhen Li introduces Growing Harness, a failure-guided training paradigm that learns an LLM agent's harness as reusable executable code from a strategy-free scaffold, cutting LLM call…
GitGuardian reported that credentials for AI services reached 1.27 million exposed across public code last year, up 81%, with 24,008 unique secrets found in public MCP configuration files alone, and that 64% of secrets c…
Spec-driven development on OpenRouter cut the cost of evaluating a Markdown prompt of up to 180 lines and generating a function to between 1 and 7 cents, according to the author's experiments, far below a coding harness …
In a webinar titled "Same Job, New Rules," Matthias Bohlen argued that AI does not remove the architect's job but adds new risks the design must control, since system behavior now comes from data, models, prompts, search…
DigitalOcean launched Managed Agents in public preview this week, packaging sandbox, inference, and data as a single runtime for AI agents on top of its existing Droplets, databases, and networking. The company said agen…
LangChain launched LangSmith Fine-Tuning and its `smithtune` CLI, which turns agent trajectories stored in LangSmith into datasets for supervised fine-tuning (SFT) of smaller models, handling dataset creation, training v…