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08:39
2026-06-26
pola.rs
large-language-models

Translating Pandas to Polars using LLMs

Claude Opus 4.8 successfully translated 31 of 33 pandas scripts to idiomatic Polars code in one-shot tests, enabling faster data pipelines on cheaper hardware. The translations ran correctly and output matched, though tw…

04:58
2026-06-26
dev.to
artificial-intelligence

When Your Coding Agent Needs a Scribe, Not a Memory Engine

A developer distinguishes between two tools for giving AI coding agents persistent memory: AgentMemory, which automatically captures all session observations, and Qiju, which requires intentional logging of decisions. Th…

22:25
2026-06-25
dev.to
ai-agents

I Scanned 1,200 MCP Configs From GitHub. Here's What I Found.

A developer scanned 1,200 real-world MCP (Model Context Protocol) configuration files from public GitHub repositories using an open-source security tool called Pluto AgentGuard. The scan found that 20.7% of configs had c…

18:33
2026-06-25
narracomm.com
ai-infrastructure

Standard Compute – Unlimited LLM Tokens For AI Agents

Standard Compute, a Dallas-based startup founded in 2026, offers unlimited LLM tokens for AI agents via flat monthly subscriptions and an OpenAI-compatible API, eliminating per-token billing and rate limits. The company …

10:48
2026-06-25
letsdatascience.com
ai-tools

Sazabi raises $8 million for AI observability platform

Sazabi, a San Francisco-based startup, raised $8 million in a seed round led by J2 Ventures to build an AI observability platform for engineering teams using AI coding assistants. The company emerged from stealth after Y…

10:00
2026-06-25
opensourceceo.com
ai-startups

The Founder Lightspeed Backed Twice

Ali Hussain, co-founder and CEO of Tabs, an AI-native revenue platform, was interviewed about his experience being backed twice by Lightspeed Venture Partners. Tabs is a New York-based startup building an AI-powered plat…

07:34
2026-06-25
pub.towardsai.net
ai-safety

AI Security for AI Engineers: What Actually Breaks in Production?

AI-powered systems in production face critical security vulnerabilities, including prompt injection and tool-based exploits, as demonstrated by real-world incidents in 2025 such as a Supabase agent data breach and GitHub…

04:19
2026-06-25
dev.to
ai-agents

Stop treating security training as a yearly compliance checkbox

A developer proposes using the Model Context Protocol (MCP) to connect vulnerability detection tools with security training platforms like HackEDU, creating a real-time feedback loop that assigns adaptive training to dev…

02:14
2026-06-25
latent.space
ai-chips

[AINews] It's Meta-Harness Summer

OpenAI announced Jalapeño, its first custom AI chip for LLM inference, built with Broadcom and intended for ChatGPT, Codex, and future agent products, signaling a push to own more of the AI stack. Meanwhile, Qualcomm acq…

23:28
2026-06-24
dev.to
machine-learning

Stop building custom wrappers for your ML models.

A developer argues that building custom API wrappers for ML models is a waste of time, advocating instead for using the Model Context Protocol (MCP) to connect AI agents directly to deployed models. They describe how con…

16:41
2026-06-24
dev.to
artificial-intelligence

How I Use AI Councils to Solve Ambiguous Engineering Problems

A developer describes using AI councils—multiple AI models reviewing proposals from different roles—to solve ambiguous engineering problems. The approach emerged from necessity due to token and context limits, and led to…

16:16
2026-06-24
letsdatascience.com
artificial-intelligence

Gartner Warns AI Coding Costs Could Exceed Developer Salaries

Gartner warns that by 2028, AI coding costs could exceed the average developer salary due to rising LLM token consumption and a shift to consumption-based licensing. A Gartner press release from June 24, 2026, cites anal…

11:00
2026-06-24
computerworld.com
artificial-intelligence

What do the IPOs for SpaceX, OpenAI and Anthropic mean for Microsoft?

SpaceX, OpenAI, and Anthropic are preparing IPOs that could each value the companies at over $1 trillion, creating three new trillion-dollar AI competitors for Microsoft. The IPOs threaten Microsoft's stock price and AI …

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