I just built an advanced tutorial on how to use Claude Agent SDK. I'm giving it away at no cost to first 1000 developers. You'll learn the following: > Project Setup: Installing the CLI and initi…

6291.6K2349 viral

AI3 months ago

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This guy won the Anthropic hackathon and dropped the BIBLE of Claude Code. Everything you need. Nothing you don't. What's inside: Agents (13 total) → Plan features → Review code → Fix build errors…

2.5K9224831 viral

AI Developer Tools17 days ago

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My engineering team compiled 100+ hacks for using Claude Code. They've been using Claude Code ever since it was launched and I think now is high time every developer starts using it! It includes:…

3025321320 viral

AI3 months ago

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Most $1000 AI/ML courses don't teach you how to actually build. These 16 repos do. These repos include real projects, working code, and step-by-step guides to help you build actual skills. P.S. I sh…

7886312213 viral

AI/ML Learning Resources26 days ago

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I just shipped my 70th AI Agent live in production For those who wanna start it, I am convinced you only need these 25 repos. (Links are in the comments) Most of these repos cover complex concepts…

4906611612 viral

AI3 months ago

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I've built and sold 75+ AI Agents that are live in production And I compiled all my learnings for AI Engineers in this guide (worth $500) But I'm willing to give it away for free to readers who're…

195366811 viral

AI Agents22 days ago

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Topics & Content Focus

Primary Topics

Claude Code power-user operations (automation, session orchestration, multi-device workflows)Agentic coding infrastructure design (agents, skills, custom commands, context routing)AI-assisted developer security & governance (permissions, supply-chain risk, secret exposure in agentic workflows)Research-to-practice framing of next-gen agent architectures (self-improvement / meta-learning systems)

Secondary Themes

PromptOps / repo-level instruction engineering (CLAUDE.md, rule modularization, scoped context)Developer productivity systems for high-throughput shipping (batching, parallelism, worktrees)Tool ecosystem interoperability (Claude Code, Cursor, CLI tools, multi-repo workflows)Cost/performance pragmatism (token/context minimization, faster startup modes, model routing)

Industry Focus

AI-assisted software engineering (LLM coding agents for individual engineers and dev teams)Developer productivity tooling and workflow automationDevSecOps for agentic systems (permissions, dependency hygiene, secret management)Applied AI/ML engineering leadership (translating frontier research into product implications)

Content Categories

Tactical playbooks and checklists (numbered tips, step-by-step workflows)Tool teardowns / feature spotlights (hidden capabilities, underused features)Curated resource drops (repos, command libraries, templates)Security alerts with a new threat-model narrativePaper explainers with implications (capabilities + safety framing)

Performance Insights

568.8888888888889%

Avg Engagement Rate

STABLE

Performance Trend

Best Performing Topics

Curated, battle-tested Claude Code assets (agents/skills/commands) with quantified outcomesPractical Claude Code workflows (hidden features, folder/rules setups)Security/compromise alerts framed as a new agentic threat model

Virality Signals

“BIBLE/ultimate guide” packaging (one-stop canonical resource framing)Credibility stacking via precise artifacts (file names, commands, flags, directories)Quantification (downloads/day, time-on-PyPI, test counts, % cost reduction)Fear + specificity in security posts (lists of exfiltrated secrets) increasing share intentTool/brand gravity (Claude Code) as a recurring narrative anchorHigh reusability content (checklists/templates) that invites saving and reposting

Structure & Quality

260

Avg Length (Words)

HIGH

Depth Level

ADVANCED

Expertise Level

0.82/10

Uniqueness Score

Common Hooks

Authority transfer hook ("X just shared", "hackathon winner dropped")Compressed value promise ("Everything you need. Nothing you don't.")Numbered mega-list hook ("10 tips", "15 features")Threat/urgency hook that reframes risk ("This scares me...", "The old threat model is dead")Research novelty hook ("doesn't just get better at tasks—gets better at getting better")

Common Endings

Soft funnel P.S. positioning (daily tips + audience size proof)Resource/link drop (often framed as "get more repos" / "link in comments")Pragmatic closing stance ("minimize dependencies", "no middle ground")

Value Delivery Methods

Operationalizes advanced tooling into repeatable workflows (commands, rules, permissions)Turns tacit power-user behavior into explicit systems (automation loops, hooks, scoping)Bridges tactical how-to with strategic risk framing (agentic security threat model)Curates externally validated assets (hackathon win, battle-tested repos) to reduce reader effort

Formatting Style

Aggressive scannability: numbered lists, short paragraphs, whitespaceBlockquote emphasis for key claims and consequencesCommand-line and file-path literals (flags, slash commands, config files)Arrow/label syntax to encode systems thinking (agents → skills → commands)High-signal noun phrases over narrative filler

Audience & Tone

YES

Question Usage

0.25%

Response Rate

Detected Tone

Operator-grade practical expertSecurity-aware realist (threat-model driven)Curator of battle-tested workflowsFast, high-signal technical narratorSystems thinker who packages complexity into primitives (agents/skills/commands)semi-formalmixed

Interaction Style

Save-and-implement engagement (engineers bookmarking playbooks)Peer amplification via shareable checklists and security alertsComment-triggered distribution loops ("link in comments" driving threads)Authority-seeking questions likely from practitioners (setup, permissions, repo structure)

Community Building Signals

Consistent identity positioning (daily practical AI coding tip cadence)Audience-size proof to reinforce trust and momentumRepeatable content series that trains expectation (tips/features/repos)Resource hub links that centralize followers into an owned collection

Writing Style Patterns

Content Strategy

Hook: Authority transfer hook ("X just shared", "hackathon winner Tone: semi-formalCTA: Lead-magnet redirect (repo/collection link)

Writing style breakdown

The world of AI coding just changed again. A new framework called 'Agentic-SDR' just hit 40k stars and it's basically a senior engineer in a box 👇

Most teams treat agents like fancy autocomplete. They give it a file, ask for a change, and hope it doesn't break the build.

That's the old way. Here's the new methodology

1/ The "Context-First" Rule

> Never prompt without a codebase map.

> SDR scans your entire dependency tree before writing a single line.

> It understands how your API change affects the frontend three folders away.

2/ Automated "Red-Teaming"

> For every feature it writes, it generates 5 'attacker' prompts.

> It tries to break its own code before you ever see the PR.

> Security isn't an afterthought; it's the starting line.

3/ Use /deep-research for architectural shifts

> Don't just ask for a refactor.

> Use the /deep-research command to let the agent browse your docs and GitHub issues.

> It builds a 10-page implementation plan. You just hit 'Approve.'

4/ Multi-Agent Orchestration

→ Agent A: Writes the logic

→ Agent B: Writes the unit tests

→ Agent C: Audits for performance bottlenecks

This isn't just a tool. It's a full software development lifecycle (SDLC) managed by silicon.

I've been testing this in my private repos for 3 weeks. The results? 40% less time spent on 'plumbing' code.

P.S. I share 1 deep-dive into AI Engineering tools every day here: https://lnkd.in/dcibJhzQ

Om Nalinde

Warm Analysis

Performance Overview

Top Posts by Engagement

Posting Patterns & Frequency

Best Performing Days

Best Performing Times To Post

Topics & Content Focus

Primary Topics

Secondary Themes

Industry Focus

Content Categories

Performance Insights

Best Performing Topics

Virality Signals

Structure & Quality

Common Hooks

Common Endings

Value Delivery Methods

Formatting Style

Audience & Tone

Detected Tone

Interaction Style

Community Building Signals

Writing Style Patterns

Content Strategy

That's the old way. Here's the new methodology