Back
Rahul Agarwal
Founder | Agentic AI... • 27d
Everyone is building agents, but only a small number truly understand what it takes to run them in production. Here’s the part people usually avoid saying: 𝗠𝗮𝗸𝗶𝗻𝗴 𝗮𝗴𝗲𝗻𝘁𝘀 𝗶𝗻 𝗱𝗲𝘃 𝗶𝘀 𝗽𝗿𝗲𝘁𝘁𝘆 𝗲𝗮𝘀𝘆. In development, everything is clean and predictable: good data, simple inputs, and no messy old systems. Agents behave nicely. Tests go well. Logs make sense. 𝗣𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻, 𝗵𝗼𝘄𝗲𝘃𝗲𝗿, 𝗶𝘀 𝗮 𝘄𝗵𝗼𝗹𝗲 𝗻𝗲𝘄 𝗴𝗮𝗺𝗲. Security teams show up with urgent concerns. Users enter things you never expected. Data often comes in incomplete or confusing. APIs stop working without warning. Memory problems grow quickly and get hard to control. Latency climbs, costs rise, and your agent starts acting unstable. All of this together makes production feel chaotic. And then someone asks: “Why does it work in staging but not in production?” Because staging is a comfortable, controlled space, but production isn’t. 𝗧𝗶𝗽𝘀 𝘁𝗼 𝗺𝗮𝗸𝗲 𝗮𝗴𝗲𝗻𝘁𝘀 𝘄𝗼𝗿𝗸 𝗶𝗻 𝗽𝗿𝗼𝗱: 🔸 Treat agents like real software: use versioning, logging, monitoring, and testing. 🔸 Expect problems. Agents will fail, freeze, or take the wrong path sometimes. 🔸 Set up an orchestration layer with guardrails, fallbacks, and memory control. 🔸 Connect with legacy systems early. Waiting makes it worse. 🔸 Keep a close eye on cost. Prototypes fool you, production does not. The decade of agents is here, but only the prepared will succeed.
More like this
Recommendations from Medial
Kimiko
Startups | AI | info... • 7m
AI Agents now have muscle memory. This Python SDK records agent tool-calling patterns, replays them for repeated tasks, and falls back to agent mode for edge cases. 100% Opensource. Read more here: https://www.theunwindai.com/p/muscle-memory-for-a
See More
Rohan chavan
Strategic AI integra... • 12d
Top talent prefers companies with automation — not chaos. 🧠⚙️ They don’t leave for salary first — they leave for clarity, flow, and systems that respect their time. Chaos doesn’t feel exciting when you’re inside it. It feels like: 🔸 Constant cont
See More
Chetan Sable
Turning ambitious id... • 8m
🧠💻 Say Hello to Google's Agent Development Kit (ADK)! 🚀 Unveiled at Google Cloud Next '25, the Agent Development Kit (ADK) is an open-source framework designed to simplify the creation of intelligent, modular, and production-ready AI agents. 🔹
See More
Aparna Pradhan
fullstack dev specia... • 5m
Hey friends, I’ve been building something close to my heart — a *portfolio project* that reimagines how AI can work as your startup team. Introducing *AgentFlow* — a *virtual office of autonomous AI agents* that think, plan, and collaborate like a le
See More
Sheikh Ayan
Founder of VistaSec:... • 8m
Bypassing EDR with Custom Shellcode Loaders – A Red Teamer's Approach Modern EDRs use user-mode hooks, behavioral analysis, and memory scanning to flag malicious activity. To bypass them, you need precision-crafted tooling. This deep-dive explores
See More
harshit Kashyap
Chatbot & AI Workflo... • 2m
Stop thinking of AI Agents as robots. Think of them as: Your team's collective memory, your personal chief researcher, and your business's institutional knowledge hub, all in one. The agents that will truly win aren't just fast; they're deeply know
See More
Chirotpal Das
Building an AI eco-s... • 11m
🚀 AI in 2025: The Next Big Shift As we enter 2025, the AI landscape is undergoing a profound transformation. Here are four key trends shaping the future: 1️⃣ Memory Management Becomes Critical: AI systems that can retain and adapt based on past in
See More
Download the medial app to read full posts, comements and news.