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A developer building Kept, an open-source post-order support agent for e-commerce that handles sensitive actions like refunds and returns, outlined five ground rules for making an agent loop reliable. The rules, drawn fr…
A developer running a self-hosted Italian-language dental voice agent on Asterisk, fed by a ViciDial press-1 campaign, documented the failures that appeared only after real outbound calls began, including a P0 bug where …
Codeifai (ASX:CDE) has integrated its ConnectQR app with ChatGPT and Claude, letting users create, style and track QR codes through plain-language conversations, CEO John Houston said. ConnectQR had 8,541 user accounts a…
A developer's post-mortem describes how a local-LLM CLI tool that audits Git commits for intent and breaking changes failed during QA testing, not because of bugs but because its strict fail-fast design required a Git re…
Developer soasme published a draft design document for Rio Durable, a proposed durability layer for the Rio coding agent that persists computation state across restarts while explicitly not restoring the working environm…
A developer built a portable Python script that asynchronously queries multiple AI platform endpoints in parallel using urllib, ProcessPoolExecutor and difflib, then generates a Markdown validation and diff report. The w…
Anthropic's Claude Design can sync a codebase's design system into a compiled, self-rendering mirror of the component library via the /design-sync command in Claude Code, so the tool builds screens from real components i…
A developer demonstrated that Microsoft Agent Framework (MAF), a NuGet library for building AI agents across .NET, Python, and Golang, supports Skill.md-style agent skills comparable to those used by Claude and Hermes. T…
NaiveAI released Naive-N0.5-Flash, a 309B-parameter Mixture-of-Experts model with 15.5B active parameters per token, under the MIT license with free weights and hosted API pricing of $0.10 per million input tokens, $0.40…
IQuest released IQuest-Q1, a 320-billion-parameter Mixture-of-Experts model with roughly 15 billion active parameters per token, an 88-layer transformer, 256 experts (8 active), and a 524,288-token context window, along …
Anthropic's Opus 5.5 prompting guide documents two harness-level failure modes for the model released 22 September 2026: progress-update thinking blocks return empty text at the default display: "omitted" setting, and so…
MAREF Engineering released MAREF, an open-source Apache 2.0 agent governance framework whose 10-state Gray Code governance finite state machine is TLA+-verified with 5 invariants and covers all 10 risks in the OWASP Top …
Microsoft seized 50 websites and more than 150 supporting domains on September 22, 2026, dismantling the phishing-as-a-service platform EvilTokens, which had bypassed MFA on 12,000 email accounts across 10,000 organizati…
Anthropic released Claude Opus 5.5 and OpenAI shipped GPT-6 Sol and GPT-6 Luna on September 22, 2026, with both labs cutting token prices and emphasizing cost per finished task over raw benchmark scores. Anthropic says O…
Evil Martians CEO Irina Nazarova outlined an eight-part framework for guided AI-assisted product development, published on GitHub, that makes design system guardrails mandatory when coding agents build screens. The frame…
A developer argues that LLM code-review verdicts like "block" or severity scores are uncalibrated hard labels that teams wrongly treat as ground truth, and proposes instead treating the model's output as a single input f…
Zed Industries' open-source code editor Zed, written from scratch in Rust and licensed primarily under GPL-3.0-or-later, ships an Agent Panel that lets developers run Claude, Codex, or Gemini CLI inside the editor and co…
A September 18, 2026 guide ranked 11 open-source agent harnesses for local LLMs by OSI-approved license, documented local runtimes, maintenance status, and safety controls, with OpenCode taking the top spot for documenti…
TypeSafe AI has published a comprehensive project reference for Jev, its first public System One Model, which takes unstructured or structured state as input and returns typed probabilistic decisions rather than generate…
Google's Gemini for Go Developers series published Part 3, a tutorial on building AI agents in Go using the Go GenAI SDK, Genkit, and Google's Agent Development Kit (ADK). The article defines an agent as a large language…