A developer guide demonstrates how to build a web-aware agent by combining OpenAI's Agents SDK with Zenrows' scraping API. The approach registers Zenrows Fetch as a function tool alongside OpenAI's We…
Bartholomew (BTP v2.5), an open-source execution runtime and MCP proxy for Python and Node.js, has been launched with sub-microsecond OS event gating, Copy-on-Write micro-rollbacks, and recursive swar…
An engineer at ChatterMate detailed the guardrails built into an AI agent that queries customer databases, emphasizing that all security checks are enforced on a parsed AST rather than through prompts…
A developer built a 1.5B parameter text-to-SQL model that outperforms a 7B model on the Spider benchmark, achieving 71.5% accuracy through self-consistency voting. The project, starting with Qwen2.5-0…
An engineer who was falsely accused of submitting AI-generated work benchmarked six free AI text detectors against 40 human and machine-written samples. The tests found that detectors measure statisti…
A developer built WagerCall, a bounded environment for evaluating AI agents through casino-style simulations using the Model Context Protocol. The platform uses synthetic points, deterministic state t…
A developer warns that AI-generated tests are not independent checks of code but rather reflections of the same assumptions the AI used to write the implementation, leading to correlated errors that c…
A developer argues that engineers who produce low-quality code with AI assistance would have done the same with hand-written code, just writing more of it. The responsibility falls on teams to foster …
An engineer from MonkeyCode warns that timing only the happy path in cache lookups hides the real cost of exception-based miss handling, which can be over 16 times slower and use more memory than a qu…
A developer created a bootcamp lab that grades students on documenting assumptions before implementing code, using a Node checker and a frozen requirements file to enforce that only confirmed assumpti…
An engineer proposes a YAML-based runbook contract that seals the first five commands after an alert as read-only, preventing AI agents from inventing mutations like restarts during incidents. The des…
A developer has cataloged five silent assumptions that turn AI-generated code into technical debt, treating them as merge blockers. The anti-patterns include invented environment variables, unvetted i…
An engineer at AWS explores the concept of an 'AI Engineering Team,' where AI agents collaborate with human engineers across the entire software development lifecycle, from requirement analysis to dep…
A developer reports that six AI agents built a full screen of a cockpit application in two hours, but argues that code generation is no longer the bottleneck—proof is. The engineer's multi-agent workf…
A developer detailed a pattern for building reliable autonomous AI workflows, arguing that pure agency without control leads to failures. The approach, called LiveReview, uses a governance layer to pa…
Promptfoo, used by over 300,000 developers and 156 Fortune 500 companies for red teaming AI agents, can now integrate with Humanbound's firewall training pipeline. The integration allows teams to impo…
METR's research, presented at NeurIPS 2025, shows that the duration of tasks frontier AI agents can complete autonomously has doubled roughly every seven months since 2019, accelerating to about four …
A developer who built 10 personal apps in three months shares lessons on writing effective CLAUDE.md files for AI coding assistants. The developer found that vague instructions like 'write clean code'…
A developer argues that AI agents are overhyped and that the real focus should be on building reliable AI systems. The post emphasizes that agents are just one component within a larger architecture t…
An engineer reported that traffic to their AI project, Vivify Face Swap, remained stable for a month before suddenly dropping around August 30, despite no changes to the product or SEO. The developer …