Tag
A readiness checklist for governed autonomous desktop agents: sandboxed runtimes, least privilege, human approval gates, audit trails, and evaluation, mapped to the ServiceNow Project Arc and NVIDIA OpenShell stack.
Manu Shukla 
HubSpot's Agent Hub and Agent Builder hit public beta on July 23, 2026. We compare buying pre-built Breeze agents against building custom RevOps agents on cost, control and data.
Manu Shukla 
EY finds 30-50% of RPA projects fail and Forrester puts maintenance at up to 60% of cost. Computer-use agents read the screen instead of brittle selectors. Here is the 2026 cost, architecture and migration view
Manu Shukla 
Shubham Saboo's Always-On Memory Agent stores memory in SQLite and consolidates it every 30 minutes with no embeddings. We compare it to RAG on cost, latency and scale, and when to drop the vector database.
Manu Shukla 
GPT-Live listens and speaks at once, and since 10 September 2026 it has had a developer API. A senior engineer's read on full-duplex voice, Realtime API pricing at $32/$64 per million tokens, and what to build now.
Manu Shukla 
On July 27, 2026, NVIDIA and 36 partners launched the Open Secure AI Alliance and open-sourced the NOOA agent framework. Most of the tooling predates the alliance. Here is what is new, and a decision framework
Manu Shukla 
On 14 July 2026 the Linux Foundation launched the x402 Foundation with 40 members, from AWS to Visa. We compare x402 to Google's AP2 and OpenAI's ACP, and give an adopt-now-versus-wait call by use case.
Manu Shukla 
Amazon Bedrock AgentCore moved every agent trace, prompt and log into a single per-agent CloudWatch log group and lifted default limits to 5,000 concurrent sessions. A config-level guide to the July 2026 observability
Manu Shukla 
A cost breakdown of the Gemini Enterprise Agent Platform in 2026: the seat editions, the per-million token rates, and the July-to-September billing dates for Skills Registry, Agent Gateway, Memory Bank and Sessions that
Manu Shukla 
MCP's 2026-07-28 release candidate makes Tasks an official extension for long-running work. How a server returns a task handle and a client drives it with tasks/get, tasks/update and tasks/cancel.
Manu Shukla 
Agent Builder and the Evals platform leave OpenAI on November 30, 2026, and the Assistants API sunsets August 26. How to choose among the Responses API, Chat Completions, the Agents SDK and AgentKit for new agents
Manu Shukla 
Indian enterprises lead on moving AI agents to production, but governance lags. A build-and-govern playbook using Gartner's autonomy-level model and a production-readiness checklist, with an India lens on DPDP and cost.
Manu Shukla 
On 7 July 2026 Google expanded Managed Agents in the Gemini API with background execution, remote MCP servers, custom functions and credential refresh. Here is what each feature does at the API level, working code
Manu Shukla 
Google Cloud's GKE AI security blueprint (16 July 2026) sets a 3-layer, 3-phase model for securing AI and agent workloads on Kubernetes: Confidential Nodes, Model Armor, gVisor sandboxing and org-level policy.
Manu Shukla 
The x402 protocol and Cloudflare's Monetization Gateway let APIs, SaaS and publishers charge AI agents per request in stablecoins. A 2026 guide to pricing models, setup, the HTTP 402 flow, and when to charge, block
Manu Shukla 
A senior Android engineer's guide to making your app agent-ready in 2026: how AppFunctions and App Actions expose your features to Gemini, with Kotlin code, DPDP notes, and a rollout checklist.
Manu Shukla 
A senior engineer's guide to AI agents for GTM teams in India: what to automate, 2026 pricing for HubSpot, Salesforce and Microsoft, build-vs-buy costs, DPDP guardrails, and a 90-day rollout.
Manu Shukla 
Google's A2UI protocol went public on December 15, 2025, and Flutter's GenUI SDK uses it to let an AI agent compose real widgets from your catalog. This guide covers the architecture, working Dart code, the 'UI as data'
Manu Shukla 
AI agents need a durable place to keep state, and Postgres is the default choice. This guide compares serverless Postgres (Databricks Lakebase and Neon) against self-managed Postgres on cost, branching, latency
Manu Shukla 
GitHub made the Copilot SDK generally available on June 2, 2026, across six languages, and in October 2026 announced it is becoming the Microsoft Copilot SDK. This guide covers what it does, how to call it, how it compares to building your own agent loop, and what it costs to run.
Manu Shukla 
AI agents are long-running, stateful and GPU-hungry, and standard Deployments fight them. Here is how Agent Sandbox, warm pools and Kubernetes DRA change the design in 2026, with configs and comparison tables.
Manu Shukla 
OpenAI Presence is a limited-availability, Forward Deployed Engineer-led product with no list price. The Realtime API is self-serve with published rates. Three numbers, and one eligibility question, decide which path
Manu Shukla 
Alibaba Cloud unveiled Agent Native Cloud at WAIC on 18 July 2026, adding AgentLoop and AgentTeams to AgentRun. Here is how the three big agent runtimes compare on billing, isolation, observability and lock-in.
Manu Shukla 
Astryx, shadcn/ui and MUI now sit at 9.1k, 119k and 98.4k GitHub stars. Only one is Beta, only one has a price tag, and all three ship agent tooling. Here is the decision, with the numbers behind it.
Manu Shukla 