Tagged articles

Agentic Coding

28 articles · Page 1 of 1

Jul 15, 2026 · Industry Insights

2026 R&D Engineering Upgrade: Coding Agents, AI Testing, Verification‑First & Dev Efficiency

The article analyzes how AI programming has shifted from assistive tools to autonomous agents by 2026, outlines the evolution of coding agents, introduces agentic coding, multi‑agent collaboration, probe‑and‑refine navigation, critiques AI testing pitfalls, proposes verification‑first methodology, quantifies R&D efficiency gains, and provides a practical upgrade checklist.

AI testingAgentic CodingCoding Agent

0 likes · 24 min read

2026 R&D Engineering Upgrade: Coding Agents, AI Testing, Verification‑First & Dev Efficiency

Kuaishou Tech

Jul 10, 2026 · Artificial Intelligence

KAT-Coder-Pro V2.5 Launch: Boosting Agentic Coding from Code Writing to Full Engineering

KAT-Coder-Pro V2.5 introduces a flagship Agentic coding model that expands long‑chain engineering ability, adds a universal Agentic framework, and leverages a large‑scale RL pipeline, achieving top scores on SWE‑Bench Pro, PinchBench and internal benchmarks while enabling developers to hand over complete issues without manual decomposition.

Agentic CodingAutoBuilderKAT-Coder-Pro

0 likes · 11 min read

KAT-Coder-Pro V2.5 Launch: Boosting Agentic Coding from Code Writing to Full Engineering

Machine Learning Algorithms & Natural Language Processing

Jul 6, 2026 · Artificial Intelligence

How to Master Fable 5 with Claude: Insights from a Core Engineer

Claude Code engineer Thariq explains that with powerful models like Fable 5 the bottleneck moves from model capability to how clearly you define the problem, categorizes four types of unknowns, and outlines a five‑step SOP for prompting, brainstorming, interviewing, referencing, and planning to reduce unknowns and achieve better results.

AI WorkflowAgentic CodingClaude

0 likes · 8 min read

How to Master Fable 5 with Claude: Insights from a Core Engineer

AI Engineering

Jul 6, 2026 · Artificial Intelligence

How to Use Claude to Uncover Your Unknown Unknowns

The article explains how Claude can be prompted to identify unknown unknowns in a codebase, outlines a four‑quadrant framework for categorizing knowledge gaps, and provides concrete techniques—blind‑spot scans, brainstorming, interviews, references, implementation plans, notes, pitches, and quizzes—to turn hidden uncertainties into actionable insights.

AIAgentic CodingClaude

0 likes · 8 min read

How to Use Claude to Uncover Your Unknown Unknowns

PaperAgent

Jul 4, 2026 · Artificial Intelligence

Inside Anthropic’s Claude Fable 5: How to Uncover Your Unknowns for Better Agentic Coding

The article analyzes Anthropic engineer Thariq’s experience with Claude Fable 5, showing that the real bottleneck in AI‑assisted development is the developer’s unknowns, and presents a four‑quadrant framework plus a three‑stage methodology to discover and reduce those blind spots throughout a project’s lifecycle.

AI-assisted developmentAgentic CodingClaude Fable 5

0 likes · 10 min read

Inside Anthropic’s Claude Fable 5: How to Uncover Your Unknowns for Better Agentic Coding

IT Services Circle

Jul 3, 2026 · Artificial Intelligence

Ornith-1.0: The New Open‑Source Agentic Coding King with MIT License

Ornith-1.0, an open‑source model family released under the MIT license, tops multiple Agentic Coding benchmarks (SWE‑Bench Verified 82.4, Terminal‑Bench 77.5, etc.), spans from 9B to 397B parameters, and introduces joint reinforcement‑learning optimization of scaffold and solution to reshape AI‑assisted programming.

AI Coding AgentsAgentic CodingOpen Source

0 likes · 13 min read

Ornith-1.0: The New Open‑Source Agentic Coding King with MIT License

Meituan Technology Team

Jul 1, 2026 · Artificial Intelligence

LongCat‑2.0: Training a Trillion‑Parameter Model on a Domestic 50k‑Card Cluster

Meituan’s LongCat‑2.0, a 1.6‑trillion‑parameter MoE model trained on a 50,000‑card domestic cluster, supports 1 M‑token context, uses Sparse Attention, zero‑compute experts and MOPD architecture, achieving over 1 T tokens/day throughput, 1.5× MFU efficiency, and top‑ranked scores on coding and agent benchmarks.

AI modelAgentic CodingLongCat-2.0

0 likes · 10 min read

LongCat‑2.0: Training a Trillion‑Parameter Model on a Domestic 50k‑Card Cluster

TonyBai

Jun 19, 2026 · Artificial Intelligence

Anthropic’s 400K‑Session Study Shows Why Expert Developers’ Value Soars in the AI Era

Analyzing 400,000 Claude Code interactions, Anthropic reveals a new division of labor where humans set 70% of goals and AI handles 80% of execution, proving that expert developers achieve up to 91% success rates and dramatically higher throughput, while novices lag at 15%, reshaping the economics and skill priorities of software engineering.

AI productivityAgentic CodingAnthropic

0 likes · 12 min read

Anthropic’s 400K‑Session Study Shows Why Expert Developers’ Value Soars in the AI Era

Old Zhang's AI Learning

Jun 11, 2026 · Artificial Intelligence

Distilling Claude Opus: Qwen 9B Coding Model Runs on Consumer GPUs – Real‑World Benchmarks

The Qwopus3.5‑9B‑Coder model, fine‑tuned for agentic coding, tool calling and logical reasoning, offers three formats (Safetensors, GGUF, GGUF+MTP), runs on a 16 GB Mac mini via LM‑Studio, achieves up to 35% throughput gain with MTP, scores 85 on HermesAgent‑20, 100 on ToolCall‑15, and 53.89% on SWE‑bench, matching Claude Opus 4.6 in a 31‑tool adversarial test while highlighting its training tricks and current limitations.

Agentic CodingLLM BenchmarkQwen

0 likes · 11 min read

Distilling Claude Opus: Qwen 9B Coding Model Runs on Consumer GPUs – Real‑World Benchmarks

ITPUB

Jun 6, 2026 · Artificial Intelligence

How I Raised AI Coding Coverage to 90% in One Week with Harness Engineering

The article analyzes the limitations of current AI coding agents in large Java codebases, introduces Harness Engineering as a systematic framework of constraints, feedback loops, and workflow orchestration, and details a week‑long implementation that lifted AI‑generated code from roughly 25% to over 90% while improving quality and traceability.

AI codingAgentic Codingharness engineering

0 likes · 31 min read

How I Raised AI Coding Coverage to 90% in One Week with Harness Engineering

Machine Heart

May 25, 2026 · Industry Insights

Why a Top AI Coding Engineer Walked Away from DeepMind—and Declined the Acquisition Bonus

Ronak Malde, a core AI‑coding engineer who helped launch Codeium, the Windsurf IDE and the SWE‑1 agentic coding model, left DeepMind after Google’s $2.4 billion licensing deal, rejecting the acquisition money and sharing three hard‑won lessons about choosing the right research mountain, moving fast through focused planning, and the tight‑knit nature of Silicon Valley’s AI talent network.

AI codingAgentic CodingDeepMind

0 likes · 6 min read

Why a Top AI Coding Engineer Walked Away from DeepMind—and Declined the Acquisition Bonus

Old Zhang's AI Learning

May 15, 2026 · Artificial Intelligence

Alibaba’s Qoder 1.0 Transforms Desktop AI Coding – Hands‑On Review

Qoder 1.0 upgrades from a 0.x prototype to a full‑featured AI IDE with a new independent Quest view, multi‑agent parallelism, end‑to‑end delivery, long‑term memory, extensible expert teams, and full‑stack quality checks, demonstrated by recreating a browser extension in minutes.

AI IDEAgentic CodingBrowser Agent

0 likes · 14 min read

Alibaba’s Qoder 1.0 Transforms Desktop AI Coding – Hands‑On Review

Java Web Project

Apr 27, 2026 · Artificial Intelligence

DeepSeek V4 Meets Claude Code: A Cost‑Effective Leap in Open‑Source LLM Performance

DeepSeek V4 preview, released quietly on April 24, offers two models with 1 M token context and pricing 1/16 of Claude Opus, achieving near‑par performance on SWE‑bench and LiveCodeBench, while integration with Claude Code enables rapid project understanding, bug detection, refactoring, testing and documentation, saving days of work for under ¥6.

Agentic CodingClaude CodeDeepSeek V4

0 likes · 15 min read

DeepSeek V4 Meets Claude Code: A Cost‑Effective Leap in Open‑Source LLM Performance

AI Insight Log

Apr 23, 2026 · Artificial Intelligence

GPT-5.5 Launches Overnight, Beats Claude Opus 4.7 in Key Programming Benchmarks

OpenAI unveiled GPT-5.5 at 2 a.m., emphasizing autonomous task execution; benchmark tables show it outperforms Claude Opus 4.7 in most programming and agentic tests while lagging on a few specialized metrics, and it also offers token‑efficiency gains, new research‑assistant capabilities, and updated pricing.

AI research assistanceAgentic CodingClaude Opus 4.7

0 likes · 9 min read

GPT-5.5 Launches Overnight, Beats Claude Opus 4.7 in Key Programming Benchmarks

DevOps Coach

Apr 23, 2026 · Artificial Intelligence

Can Gemma 4 on a MacBook Pro or NVIDIA Blackwell Replace Cloud LLMs? A Hands‑On Performance Study

The author benchmarks Gemma 4 locally on a 24 GB M4 Pro MacBook Pro (llama.cpp) and on a Dell GB10 with an NVIDIA Blackwell GPU (Ollama), comparing token speed, tool‑call reliability, and task completion against cloud GPT‑5.4, showing the Mac runs faster per token but the Blackwell system achieves higher first‑pass success with fewer retries, and that the jump from Gemma 3 to Gemma 4 dramatically improves agentic coding viability.

Agentic CodingGemma 4Local LLM

0 likes · 15 min read

Can Gemma 4 on a MacBook Pro or NVIDIA Blackwell Replace Cloud LLMs? A Hands‑On Performance Study

AI Waka

Apr 22, 2026 · Artificial Intelligence

How Anthropic’s Dual‑Agent Harness Overcomes Long‑Context Coding Limits

Anthropic’s Harness engineering introduces a dual‑agent architecture, JSON‑based feature anchors, strict test contracts, incremental git commits, browser‑automation validation, and a token‑efficient startup script to prevent context‑window overflow and premature completion in long‑running AI‑driven coding tasks.

AI AgentsAgentic Codingbrowser automation

0 likes · 22 min read

How Anthropic’s Dual‑Agent Harness Overcomes Long‑Context Coding Limits

Design Hub

Apr 21, 2026 · Artificial Intelligence

Two Simultaneous Battlefronts Define the Past 24 Hours in AI, Not Just New Models

In the last 24 hours the AI landscape shifted not by a handful of new model releases but by two converging fronts—model‑level advances in agentic coding and product‑level moves that turn models into usable work systems—signaling deeper changes in competition and industry impact.

AI modelsAgentic CodingClaude

0 likes · 14 min read

Two Simultaneous Battlefronts Define the Past 24 Hours in AI, Not Just New Models

AI Large-Model Wave and Transformation Guide

Apr 18, 2026 · Artificial Intelligence

Does Qwen3.6‑35B‑A3B Really Outclass All AI Coding Models? Inside the Benchmark Breakdown

Qwen3.6‑35B‑A3B, a mixture‑of‑experts model that activates only 3 B parameters, outperforms leading AI systems across SWE‑bench, Terminal‑Bench, NL2Repo and several agentic coding benchmarks, while also achieving top scores in GPQA, HMMT and RealWorldQA, prompting a reassessment of domestic LLM capabilities.

AI codingAgentic CodingChinese AI

0 likes · 7 min read

Does Qwen3.6‑35B‑A3B Really Outclass All AI Coding Models? Inside the Benchmark Breakdown

MeowKitty Programming

Apr 12, 2026 · Artificial Intelligence

Why Claude Code’s Real Threat Is Taking Over Your Development Pipeline

Claude Code is evolving from a code‑writing assistant into an agentic tool that can edit repositories, run commands, integrate with GitHub Actions, hooks, web‑based async execution, and multi‑agent teams, effectively becoming a programmable node in the software development pipeline and reshaping how engineers work.

AI development workflowAgentic CodingAnthropic

0 likes · 11 min read

Why Claude Code’s Real Threat Is Taking Over Your Development Pipeline

High Availability Architecture

Mar 23, 2026 · Artificial Intelligence

Why Spec‑First AI Coding Falls Short: Lessons from OpenAI’s Symphony

The article critically examines the hype around Agentic Coding by showing that detailed specifications are essentially code, using OpenAI’s Symphony as a case study, and demonstrates that spec‑driven generation is unstable, error‑prone, and often no faster than writing code directly.

AIAgentic CodingSpec

0 likes · 14 min read

Why Spec‑First AI Coding Falls Short: Lessons from OpenAI’s Symphony

AI Explorer

Mar 6, 2026 · Industry Insights

Cursor’s $2B‑Backed Automations: AI That Writes Code and Monitors Live Incidents

Cursor unveiled Automations, an always‑on AI agent system that automatically handles code reviews, security checks, incident triage and weekly reports, showcasing a 35% autofix merge rate and positioning the company’s $2 billion revenue as a strategic foothold in developer workflow automation.

Agentic CodingAutomationsCursor

0 likes · 11 min read

Cursor’s $2B‑Backed Automations: AI That Writes Code and Monitors Live Incidents

Node.js Tech Stack

Feb 15, 2026 · Artificial Intelligence

2026 AI Programming: From Hand‑Coding to Agentic Orchestration

Anthropic’s 2026 Agentic Coding Trends Report predicts that AI will reshape the entire software development lifecycle, turning developers into system architects who command multi‑agent AI teams, extending AI work from minutes to days, and democratizing programming for non‑technical users while emphasizing human oversight.

AI AgentsAgentic CodingMulti-Agent Systems

0 likes · 8 min read

2026 AI Programming: From Hand‑Coding to Agentic Orchestration

Architect

Feb 8, 2026 · Artificial Intelligence

How AI Agents Will Redefine Software Development by 2026: 8 Trends and a Practical Playbook

Anthropic's 2026 Agentic Coding Trends Report reveals that AI agents are moving from experimental tools to production systems, reshaping the software development lifecycle, engineer roles, collaboration models, long‑running agents, scalable supervision, cross‑functional tooling, economics, and security, with concrete priorities and actionable checklists for organizations.

AI AgentsAgentic CodingAutomation

0 likes · 24 min read

How AI Agents Will Redefine Software Development by 2026: 8 Trends and a Practical Playbook

PaperAgent

Feb 6, 2026 · Industry Insights

Opus 4.6 vs. Codex 5.3: Why Agentic Coding Is Redefining Software Development

In just fifteen minutes Anthropic unveiled Opus 4.6 and OpenAI released Codex 5.3, two contrasting models whose deep‑reasoning and rapid‑coding capabilities illustrate eight 2026 Agentic Coding trends that compress the software development lifecycle, shift engineers toward orchestration, and empower whole‑organization AI collaboration.

AI modelsAgentic CodingCodex 5.3

0 likes · 7 min read

Opus 4.6 vs. Codex 5.3: Why Agentic Coding Is Redefining Software Development

Kuaishou Tech

Dec 19, 2025 · Artificial Intelligence

Why Sampling Noise, Not Train‑Inference Gap, Drives RL Instability in MOE Models

The article reveals that sampling noise, rather than train‑inference inconsistency, is the primary cause of reward collapse during RL training of MOE models, and demonstrates that suppressing this noise stabilizes training and speeds convergence.

AI codingAgentic CodingMoE models

0 likes · 6 min read

Why Sampling Noise, Not Train‑Inference Gap, Drives RL Instability in MOE Models

Wuming AI

Oct 31, 2025 · Industry Insights

Weekly AI Tool roundup: Kimi CLI, ChatDB, FlowithOS, Cursor 2.0, Astron Agent

This week’s AI roundup reviews the open‑source Kimi CLI coding assistant, ChatDB’s natural‑language database interface, Tencent’s interactive AI podcast, FlowithOS as a next‑gen AI browser, Cursor 2.0’s multi‑agent coding platform, and iFlytek’s open‑source Astron Agent for enterprise workflows.

AI DevelopmentAI browsersAI podcast

0 likes · 6 min read

Weekly AI Tool roundup: Kimi CLI, ChatDB, FlowithOS, Cursor 2.0, Astron Agent

Baobao Algorithm Notes

Aug 1, 2025 · Artificial Intelligence

Unlocking Qwen3-Coder-30B: Features, Fast Start, and Agentic Coding Guide

The article introduces Qwen3‑Coder‑30B‑A3B‑Instruct (aka Qwen3‑Coder‑Flash), detailing its architecture, 256K‑to‑1M token context, agentic coding capabilities, installation steps with Transformers, sample code for tool use, optimal sampling parameters, and deployment tips across various runtimes.

AI coding assistantAgentic CodingDeep Learning

0 likes · 6 min read

Unlocking Qwen3-Coder-30B: Features, Fast Start, and Agentic Coding Guide

Alibaba Cloud Developer

Jul 23, 2025 · Artificial Intelligence

Unlocking Qwen3‑Coder: The New Open‑Source AI Model Redefining Agentic Coding

The Qwen3‑Coder series, now open‑sourced with its flagship 480B‑parameter MoE model, delivers state‑of‑the‑art code generation and agentic coding capabilities, offers a native 256K context (extendable to 1M), integrates with tools like Qwen Code, Claude Code, and provides extensive demos, CLI installation steps, and API examples for developers.

AI coding modelAgentic CodingCLI tool

0 likes · 10 min read

Unlocking Qwen3‑Coder: The New Open‑Source AI Model Redefining Agentic Coding