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17 articles found

When Function Calling Finally Works: 6.75% to 100% Success Fix

When Function Calling Finally Works: 6.75% to 100% Success Fix

Developer presents solution for deeply recursive union types in Qwen function calling – an area industry generally claims doesn’t work. Achieved 100% first-try success rate on qwen3-coder-next fixing double-stringify bugs affecting entire Qwen 3.5 family.

#AI Agents#AutoBe#Function Calling...

MiniMax-M2.7 Just Built a Robot to Build Itself

MiniMax-M2.7 Just Built a Robot to Build Itself

MiniMax’s new M2.7 model doesn’t just write code, it iterates its own training harness, optimizes its own sampling parameters, and handles 30-50% of reinforcement learning workflows autonomously. The self-improving AI era isn’t coming. It’s here.

#AI Agents#Chinese AI#minimax...

The Layoff Boomerang: Why 55% of Enterprises Are Quietly Rehiring After AI Firing Sprees

The Layoff Boomerang: Why 55% of Enterprises Are Quietly Rehiring After AI Firing Sprees

Data suggests 55% of companies firing employees for AI agents now regret the decision, highlighting the limitations of autonomous workflows in production environments.

#AI Agents#Automation Failures#Enterprise AI...

The 630-Line Experiment Eating AI Research: Inside Karpathy’s Autoresearch

The 630-Line Experiment Eating AI Research: Inside Karpathy’s Autoresearch

Andrej Karpathy’s autoresearch project hands the keyboard to AI agents, letting them rewrite training code overnight while humans sleep. Is this the end of ‘meat computer’ researchers or just expensive hyperparameter tuning with better marketing?

#AI Agents#Andrej Karpathy#automl...

Your AI Triage Bot Just Published a Backdoor: Inside the Clinejection Supply Chain Meltdown

Your AI Triage Bot Just Published a Backdoor: Inside the Clinejection Supply Chain Meltdown

How a prompt injection in a GitHub issue title cascaded through AI triage workflows to compromise 4,000 developer machines, and why your CI/CD pipeline is next.

#AI Agents#CI/CD security#Prompt Injection...

The November 2025 Inflection: How Data Teams Actually Use AI Agents Without Burning Their Codebase

The November 2025 Inflection: How Data Teams Actually Use AI Agents Without Burning Their Codebase

An examination of real-world generative AI adoption patterns in data science, moving from chatbot assistance to autonomous agent workflows.

#AI Agents#Claude Code#data science...

OpenClaw’s Automation Promises Are a $200/Month Token-Burning Machine

OpenClaw’s Automation Promises Are a $200/Month Token-Burning Machine

Developers are split: is OpenClaw’s built-in memory and cron a productivity revolution or an overhyped security nightmare that burns tokens faster than a crypto miner? The data says both.

#AI Agents#Custom Skills#Developer Tools...

Anthropic’s Transparency Retreat: Why Hiding Claude’s Thoughts Threatens the AI Agent Revolution

Anthropic’s Transparency Retreat: Why Hiding Claude’s Thoughts Threatens the AI Agent Revolution

When Anthropic obscured Claude Code’s internal actions, they sparked a developer revolt that exposes a fundamental fault line in AI agent design: the war between usability and observability.

#AI Agents#anthropic#Claude...

Your Next System Architecture Will Be Designed by 16 AI Agents. Here’s What We Learned Spending $20,000 to Build a C Compiler.

Your Next System Architecture Will Be Designed by 16 AI Agents. Here’s What We Learned Spending $20,000 to Build a C Compiler.

Anthropic’s latest experiment reveals how AI agent teams are rewriting the rules of system design, delivering a 100,000-line C compiler in Rust while exposing the brutal realities of autonomous software development.

#AI Agents#Compiler Engineering#Opus 4.6...

Your Architecture Review Board Is Already Obsolete: AI Agents Are Designing Production Systems in the Dark

Your Architecture Review Board Is Already Obsolete: AI Agents Are Designing Production Systems in the Dark

Qwen3-Coder-Next and AgentSkills are proving that AI agents can independently design, implement, and test software components, forcing a reckoning with traditional architectural governance.

#AI Agents#architectural governance#autonomous coding...

Moltbook’s ‘Autonomous AI Society’ Is a Puppet Show: 17,000 Humans Pulling 1.5 Million Strings

Moltbook’s ‘Autonomous AI Society’ Is a Puppet Show: 17,000 Humans Pulling 1.5 Million Strings

Investigative reports reveal Moltbook’s viral ‘autonomous AI agent’ ecosystem is a carefully orchestrated illusion, humans control every action through OpenClaw, exposing a dangerous gap between AI marketing and reality.

#AI Agents#AI ethics#AI Security...

From 60K Stars to Security Nightmare: How Clawdbot Exposed the Vibe-Coding Cancer in AI Agents

From 60K Stars to Security Nightmare: How Clawdbot Exposed the Vibe-Coding Cancer in AI Agents

A hands-on user review reveals architectural flaws, redundancy, and poor code hygiene in Clawdbot, highlighting broader issues in rapidly launched AI agent projects.

#AI Agents#Clawdbot#Moltbot...

The Collapse of LangChain? Decline in Agent Frameworks Signals a Shift to Leaner LLM Architectures

The Collapse of LangChain? Decline in Agent Frameworks Signals a Shift to Leaner LLM Architectures

Community activity for LangChain, LlamaIndex, and AutoGen is plummeting as developers abandon complex abstraction layers for direct API calls and performance-optimized inference engines like vLLM. The data suggests a fundamental reset in how we build LLM applications.

#AI Agents#LangChain#LLM Architecture...

AI Isn’t Just a Tool, It’s Your Replacement: The White-Collar Apocalypse is Closer Than You Think

AI Isn’t Just a Tool, It’s Your Replacement: The White-Collar Apocalypse is Closer Than You Think

A wave of advanced AI models is about to automate millions of knowledge workers out of a job. Here’s why the ‘just learn to code’ era is over.

#AI Agents#automation#future of work...

David vs Goliath: Tiny Open-Source Agent Just Humiliated DeepMind, Microsoft, Alibaba, and Zhipu

David vs Goliath: Tiny Open-Source Agent Just Humiliated DeepMind, Microsoft, Alibaba, and Zhipu

A scrappy open-source agent dethroned big-tech giants on AndroidWorld. No billion-dollar PR budget, just pure performance.

#AI Agents#leaderboard#mobile automation...

Why SQL Just Killed Vector Databases for LLM Memory (And Why Everyone’s Lying About It)

Why SQL Just Killed Vector Databases for LLM Memory (And Why Everyone’s Lying About It)

Developers are abandoning vector databases for LLM memory, not because they’re broken, but because they’re fundamentally misaligned with how memory actually works in real-world agents. Meet the SQL-first approach that’s rewriting the rules.

#AI Agents#LLM#memory...

MCP Is the New Attack Surface, And Your AI Agents Are Barefoot

MCP Is the New Attack Surface, And Your AI Agents Are Barefoot

The Model Context Protocol is the de facto API for AI agents, but most teams are securing it like a REST endpoint. Here’s why that’s a catastrophic mistake.

#AI Agents#AI Security#Authorization...