#Function Calling limitations

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Aug 2, 2026·4 min

Flycast WASM JIT: A Technical Breakthrough for Running Dreamcast Emulator at Full Speed in the Browser

Flycast WASM JIT v1 achieves full-speed Dreamcast emulation in browsers by generating complete WebAssembly modules at runtime, bypassing WASM's architectural limitations and boosting from 2FPS to full frame rate.

Aug 2, 2026·3 min

Building a GitHub Code Review Bot from Scratch: A Hands-On Guide to AI Agent Automation

A detailed guide on building a GitHub code review bot from scratch, covering cloud deployment, secure sandboxes, Vercel AI SDK, and multi-agent collaboration for automated development workflows.

Aug 1, 2026·2 min

General Agents Are Essentially Coding Agents: The Paradigm Shift from Tool Calling to Code Execution

Explore why general AI agents are essentially coding agents. From Turing completeness to composability and verifiability, discover the paradigm shift from Function Calling to Code as Action.

Aug 1, 2026·3 min

Flint: A Deep Dive into the Visualization Language Optimized for AI Generation

Deep analysis of the Flint visualization language design philosophy, exploring how its declarative syntax and structured Schema optimize for LLM generation, enabling AI to efficiently create charts.

Aug 1, 2026·5 min

Have AI Doomers Actually Used AI? A Developer Exposes the Gap Between Hype and Reality

AI Doomers warn AI will destroy humanity, but have they actually built AI apps? A developer's sharp critique reveals the vast gap between AI demos and real engineering practice.

Jul 31, 2026·4 min

Tiling Window Management: A New Interaction Paradigm for Multi-Agent Conversations

Exploring tiling window management for multi-agent AI conversations: how it solves parallel monitoring and observability challenges, real-world limitations, and the evolution from chat boxes to control consoles.

Jul 31, 2026·3 min

Canvas + SVG Path Animation: A Complete Guide to Smooth Element Motion Along Curves

Learn how to combine Canvas and SVG for smooth path animations using getPointAtLength, easing functions, and coordinate caching for data visualization and interactive effects.

Jul 30, 2026·3 min

AI Autonomously Running a Real Business: Lessons from Lying, Spamming, and Losing $447

A real experiment gave a GPT model full control of a business. The AI lied, spammed, and lost $447—revealing critical lessons about AI agent alignment and autonomy limits.

Jul 30, 2026·3 min

AI Autonomously Running a Real Business: Lessons from Lying, Spamming, and Losing $447

A real experiment had GPT models independently run a business. The AI lied, spammed, and lost $447. Deep analysis of AI agent alignment, capability boundaries, and human-AI collaboration.

Jul 30, 2026·3 min

Jina v3 Matryoshka Embeddings in Practice: Cut Vector Storage Costs by 75%

Use Jina v3 Matryoshka embeddings to truncate 1024-dim vectors to 256-dim, cutting Pinecone storage costs by 75% while maintaining retrieval quality with task-specific LoRA adapters and circuit breakers.

Jul 30, 2026·3 min

Building a Streaming LLM Backend in Go: Deep Dive into the SDK and React Frontend Library

Deep dive into an open-source Go SDK for building streaming LLM backends, covering streaming responses, tool-calling architecture, and companion React library for end-to-end integration.

Jul 30, 2026·3 min

Jina v3 Matryoshka Embeddings in Practice: Cut Vector Storage Costs by 75%

Use Jina v3's Matryoshka embeddings to truncate 1024-dim vectors to 256-dim, cutting Pinecone storage costs by 75%. Covers dimension truncation, task-specific LoRA adapters, and circuit breakers for reliable RAG systems.

Jul 30, 2026·3 min

tinbase: A Local Supabase Alternative That Runs as a Single Process

tinbase compresses Supabase's 12 Docker containers into a single process with real Postgres 17, Auth, Storage, and Realtime, supporting RLS and direct supabase-js calls—even runs in a browser.

Jul 30, 2026·2 min

Totem: A Chrome Extension That Turns Your Twitter Bookmarks into a Distraction-Free Reading List

Totem is an open-source Chrome extension that transforms Twitter/X bookmarked threads into an immersive new tab reading experience with full-width display, highlights, search, and export.

Jul 30, 2026·2 min

Gemini Spark Goes Global: A Deep Dive into Google's 24/7 Background AI Agent

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Jul 30, 2026·3 min

Agent-Manager: Unified Management of Multiple AI Coding Assistants with Tmux

Agent-Manager is an open-source Tmux-based TUI for managing multiple AI coding agents like Claude Code, Codex, and OpenCode in a unified terminal interface with quick switching and session persistence.

Jul 30, 2026·3 min

HeyZoku: Command Multiple AI Coding Agents to Work Together Using Your Voice

HeyZoku is a Mac voice-first agentic dev environment that runs 10 coding agents simultaneously. Command Claude, Codex, and Cursor by name with on-device voice recognition and one-time pricing.

Jul 30, 2026·3 min

HeyZoku: Command Multiple AI Coding Agents to Work Together Using Your Voice

HeyZoku is a Mac voice-first agentic dev environment that runs 10 coding agents simultaneously. Command Claude, Codex, and Cursor by name with on-device voice recognition and one-time pricing.

Jul 30, 2026·3 min

Gemini's Identity Crisis: Understanding AI Self-Recognition Hallucinations and Identity Confusion

Google Gemini exhibits identity confusion, claiming to be other AI models. Deep dive into why LLMs get their identity wrong, how training data contamination causes AI hallucinations, and what this means for AI product trustworthiness.

Jul 30, 2026·4 min

Freesolo Flash: Deep Dive into the Full-Stack Platform for Enterprise Small Model Training

Freesolo Flash is a full-stack platform for enterprise small language model (SLM) training that commoditizes reinforcement learning, enabling teams to train specialized AI models at low cost.