Here's the full course if you want to learn to build multi-agent systems: https://
academy.towardsai.net/courses/agent-
engineering?ref=1f9b29
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AGENTS
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Complete Course on Building Multi-Agent Systems
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Open-Source Workshop: Deep Research Agent and LinkedIn Automation
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We open-sourced the full workshop we gave at @aiDotEngineer Europe with @pauliusztin_ and @towards_AI
. You can clone it and run everything yourself: • Deep Research Agent (grounded search + YouTube analysis)
• LinkedIn writing workflow (generate → review → edit loops)
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Claude-powered tool automates job search and CV tailoring
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🚨 CLAUDE TE PUEDE ENCONTRAR TRABAJO (literalmente)
— Nico (@nicos_ai) 16 avril 2026
Career-Ops, hecho con Claude Code.
→ Escanea vacantes en empresas top (OpenAI, Anthropic, Stripe, ElevenLabs…)
→ Reescribe tu CV adaptado a cada puesto
→ Genera PDFs optimizados para ATS con Playwright
→ Rellena los… pic.twitter.com/W40cC5fyq2CLAUDE CAN FIND YOU A JOB (literally) Career-Ops, made with Claude Code. → Scans job openings at top companies (OpenAI, Anthropic, Stripe, ElevenLabs…) → Rewrites your CV tailored to each position → Generates ATS-optimized PDFs with Playwright → Fills out the forms
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Paper2agent Runner-up Signals Research-to-Code Automation Boom
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Congrats James! paper2agent getting runner-up is its own signal, the research-to-code automation space is about to blow up.
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Context Management Bottleneck in Agentic AI Workflows
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Context management being the bottleneck is right and the problem compounds in agentic workflows where each tool call adds more noise to an already crowded window.
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Sandboxing Security Critical Challenge for Deployed AI Agents
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Sandboxing was the weakest link for every agent I've shipped, will check it out.
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Legacy Codebases Lose Competitive Advantage to AI Agents
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A 20-year-old codebase with a captive customer base held in place by switching costs is the most vulnerable business model in tech right now. Agents make the switch less painful and the incumbent's moat evaporates.
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Top AI Stories: Gemini Mac App, Snap Layoffs, Claude Agents
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Top stories in AI today: – Allbirds ditches sneakers for AI compute
– Gemini lands on Mac with native desktop app
– Audit business with Notion's built-in Claude agents
– Snap cuts 1,000 jobs on AI productivity boosts
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How AI Wingman agents handle tasks and decision-making
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Here’s what’s actually happening in that demo: → Each Wingman runs on a schedule or fires on a trigger
(new email, calendar update, inbound message) → Low-stakes tasks: it executes automatically → Consequential actions: it pauses, asks once, then acts That’s the part that
