Monday: API works on localhost.
Tuesday: Deployed behind a load balancer.
Wednesday: Users keep getting logged out.
The bug wasn’t in authentication.
Sessions lived in one server’s memory, but requests were reaching different servers.
Scaling changed the rules.
2026 developer:
Can build an AI agent with 12 tools, 4 frameworks, and 3 vector databases.
But ask what happens when two threads modify the same variable at once…
Suddenly we’re all learning computer science again.
You added Redis because your API was slow.
The API is now 10x faster.
Unfortunately, it sometimes shows yesterday’s data.
Congratulations. You didn’t just add a cache.
You introduced a distributed systems problem.
Devs have two options these days:
First : Ai can build anything so use it at max and build a bigger project and handle it
Second : Anyone can build with Ai so lets just build smaller projects with full understanding and coding by self
What are u choosing?
For Indian-language AI, the model is only half the system. BHASHINI’s Konkani launch also depends on validated data across Devanagari, Roman and Kannada scripts. Useful next step: open eval sets and clear APIs so local teams can measure real-world quality.
India just added another piece to its language-AI stack: BHASHINI launched a Konkani LLM for text and speech.
The harder part now is evaluation—publish a model card, per-script benchmarks, API/weights access, and data provenance so builders can test it beyond demos.
Earlier, your SIM was needed to verify your WhatsApp account.
From 2027, it could become a permanent requirement to keep using it.
We’re moving from “verify who you are” to “continuously prove who you are.”
Is this the future of cybersecurity, or are we sacrificing digital freedom for traceability?
आस्था और आधुनिक तकनीक का अद्भुत संगम। 🙏
पूज्य गुरुदेव स्वामी चिन्मयानंद जी के होलोबॉट के साथ माननीय प्रधानमंत्री श्री @NarendraModi जी ने आत्मीय संवाद किया।
वर्ष 1993 में हुई ऐतिहासिक मुलाकात को स्मरण करते हुए स्वामी जी ने क्या कहा?
सुनिए यह विशेष संवाद।
Day 16/
You can now cache for 12h in the API and for logged in users across Codex & Work we keep cache forever and you don’t have any penalty for coming back to an old conversation or resuming after a few hours and are now guaranteed to hit the cache.
𝐃𝐢𝐰𝐚𝐥𝐢 𝐠𝐢𝐟𝐭 𝐟𝐨𝐫 𝐲𝐨𝐮... 🤩
The Mumbai–Bengaluru Vande Bharat Sleeper train will begin operations on 1 November 2026, ushering in a new era of overnight connectivity between two of India’s biggest economic hubs.
𝐈𝐧𝐝𝐢𝐚𝐧 𝐑𝐚𝐢𝐥𝐰𝐚𝐲𝐬 𝐢𝐬 𝐭𝐚𝐤𝐢𝐧𝐠 𝐥𝐨𝐧𝐠-𝐝𝐢𝐬𝐭𝐚𝐧𝐜𝐞 𝐭𝐫𝐚𝐯𝐞𝐥 𝐭𝐨 𝐭𝐡𝐞 𝐧𝐞𝐱𝐭 𝐥𝐞𝐯𝐞𝐥! 🚆🇮🇳