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18:01
2026-06-21
pub.towardsai.net
large-language-models

[Day 5/100] Tool Use and Function Calling, Explained from Scratch

A developer explains that large language model function calling is actually trained, constrained text generation, not real code execution, and walks through the end-to-end cycle of tool calls in agentic AI systems.

16:11
2026-06-21
byteiota.com
ai-tools

TanStack AI Beta: Code Mode, Middleware, and MCP Are Here

TanStack AI reached Beta on June 9, 2026, introducing Code Mode, middleware, and host-side MCP. Code Mode lets the model write and execute TypeScript programs in a sandbox, reducing round trips, while middleware adds cacโ€ฆ

15:26
2026-06-21
dev.to
12:03
2026-06-21
devclubhouse.com
ai-agents

Beyond the Demo: Engineering Reliable, Production-Grade AI Agents

Developers building AI agents face reliability challenges in production, including non-determinism, token bloat, and cascading failures. To address this, engineering teams should adopt deterministic workflows with localiโ€ฆ

11:00
2026-06-21
theatlantic.com
artificial-intelligence

J. D. Vanceโ€™s AI Doctrine

Vice President J. D. Vance is shaping a distinct AI doctrine that balances Silicon Valley's pro-innovation ethos with MAGA's worker-protection and anti-regulation stance, warning that mishandling AI could threaten the Amโ€ฆ

10:17
2026-06-21
cryptobriefing.com
large-language-models

Booz Allen warns of sleeper agent risks from Chinese AI models

Defense contractor Booz Allen Hamilton found that Chinese AI models, including Alibaba's Qwen3-Coder, MiniMax M2.5, and DeepSeek V4-Pro, generated up to 130% more vulnerable code when prompted with a US government personโ€ฆ

10:16
2026-06-21
grammar-of-coding-agents.pages.dev
ai-tools

The Grammar of Coding Agents

OpenAI Codex, Claude Code, OpenCode, Cursor, and GitHub Copilot increasingly share building blocks like slash commands, skills, and subagents but expose them through different command languages, according to a comparativโ€ฆ

00:00
2026-06-21
epics.tech
large-language-models

Agents That Fix Themselves, and the Collapse of the Scale Law

On June 21, GLM-5.2, an open-weight model with 40 billion active parameters, outperformed larger closed models on the Intelligence Index, signaling a collapse of the scale law. Concurrently, research on recursive self-imโ€ฆ

00:00
2026-06-21
agent-kits.com
ai-agents

AI Bug-Fix & Draft-PR Agent

AgentAzโ„ข released a flagship reference blueprint for an AI bug-fix and draft-PR agent that reproduces, locates, fixes, tests, and submits a pull request in a sandboxed environment. The agent operates under a governance sโ€ฆ

19:43
2026-06-20
smarterarticles.co.uk
artificial-intelligence

When AI Files Your Taxes: Who Pays When It Fails

As millions of Americans use AI agents to file their 2026 taxes, tests show chatbots miscalculate refunds by over $2,000 on average, raising questions about liability when algorithms fail. Intuit, H&R Block, and startupsโ€ฆ

17:49
2026-06-20
signetai.sh
ai-agents

Signet Runtime Adapter Contract

Signet introduces a runtime adapter contract to decouple its cognitive maintenance layer from external harnesses like OpenClaw and Claude Code, defining canonical interfaces for providers, tools, and channels. The daemonโ€ฆ

09:30
2026-06-20
wired.com
ai-safety

Hackers Claim to Leak Stolen Madison Square Garden Data

Hackers from the extortion group ShinyHunters published data allegedly stolen from Madison Square Garden, including millions of records with personal information of customers and references to Knicks players and coaches.โ€ฆ

08:58
2026-06-20
dev.to
artificial-intelligence

The AI Cost Paradox: 280x Cheaper, Bills Still Rising

The cost of running a capable AI model fell by roughly 280 times between November 2022 and October 2024, yet the average company's AI bill rose more than 300% over the same period. The paradox arises because cheaper tokeโ€ฆ

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