https://shaam.blog/articles/ollama-gemma-4-tool-calling-reliability-fix-guide-2026 The Tech Archive en 2026-07-29T19:57:09.257Z Ollama Gemma 4 Tool Calling in 2026: How the Reliability Fix Actually Works ["AI agents", "Gemma 4", "local AI", "Ollama", "multi-token-prediction"], "tool-calling" https://shaam.blog/articles/ai-kill-switch-act-2026-explained-openai-hugging-face-response The Tech Archive en 2026-07-29T19:50:52.046Z The AI Kill Switch Act of 2026: What the Bill Does, the OpenAI–Hugging Face Incident Behind It, and What Builders Should Actually Do AI regulation, "agentic AI", "frontier models", "AI safety"], "GPT-5.6 Sol", ["AI Kill Switch Act", "OpenAI"], ["AI agent security", "Hugging Face" https://shaam.blog/articles/ai-software-factories-fail-code-review-guide-2026 The Tech Archive en 2026-07-29T19:44:25.857Z Why AI Software Factories Fail Without Code Review (2026 Guide) technology, programming, azure, dotnet https://shaam.blog/articles/llm-cost-optimization-model-agnostic-architecture-2026 The Tech Archive en 2026-07-29T19:43:45.754Z How to Optimize LLM Costs With a Model-Agnostic Architecture in 2026 (Token Economics Playbook) "open-weight models", "LLM cost optimization"], "token-economics", "AI architecture"], model-agnostic, ["AI agent security" https://shaam.blog/articles/train-ai-cybersecurity-defense-models-2026 The Tech Archive en 2026-07-29T19:36:18.247Z How to Train AI Cybersecurity Defense Models That Actually Out-Think Attackers in 2026 technology, programming, azure, dotnet https://shaam.blog/articles/google-antigravity-gemini-3-6-flash-update-guide-2026 The Tech Archive en 2026-07-29T19:23:11.602Z Google Antigravity + Gemini 3.6 Flash: What Changed and How to Use It in 2026 technology, programming, azure, dotnet https://shaam.blog/articles/dspy-separate-task-from-model-guide-2026 The Tech Archive en 2026-07-29T19:12:40.112Z How to Separate the Task From the Model in Your LLM Pipeline in 2026 (DSPy Practical Guide) "LLM pipelines", "AI engineering", "shopify case study", prompt optimization, DSPy, GEPA https://shaam.blog/articles/scale-service-business-systems-exit-playbook-2026 The Tech Archive en 2026-07-29T19:11:12.154Z How to Scale a Service Business to $1M+ Profit and a Real Exit: The Systems-First Playbook for 2026 sales process, high-risk niches, business exit, scaling a service business, EBITDA multiple, "business systems"] https://shaam.blog/articles/open-source-ai-model-autonomous-agent-stack-2026 The Tech Archive en 2026-07-29T19:02:36.179Z How to Use an Open-Source AI Model as the Brain of an Autonomous AI Agent in 2026 "MCP", "open source AI", ["AI agents", "Agent Orchestration", ["Kimi K3", ["Hermes Agent" https://shaam.blog/articles/free-local-ai-agent-gemma-4-hermes-2026 The Tech Archive en 2026-07-29T19:00:08.660Z How to Build a Free Local AI Agent With Gemma 4 and Hermes in 2026 technology, programming, azure, dotnet https://shaam.blog/articles/personal-ai-agent-operating-system-build-guide-2026 The Tech Archive en 2026-07-29T18:51:06.572Z How to Build a Personal AI Agent Operating System in 2026 (Without Boiling the Ocean) claude-agents, ["AI for small business", agent memory, ["AI Agent OS", lead-generation-automation, ["Hermes Agent" https://shaam.blog/articles/poolside-laguna-s-2-1-self-host-vs-api-guide-2026 The Tech Archive en 2026-07-29T18:49:35.093Z Poolside Laguna S 2.1: Should Your Small Team Self-Host This 118B Open-Weight Coding Model? "poolside"], "laguna-s-2-1", "open-weight-ai", "coding model", "local AI", self-hosting https://shaam.blog/articles/tamil-nadu-semiconductor-clusters-emc-2-0-1012-crore The Tech Archive en 2026-07-29T18:39:07.455Z Tamil Nadu's Rs 1,012 Crore Semiconductor Cluster Play: How Cheyyar and Marakkanam Extend India's Electronics Corridor "india semiconductor mission", "Semicon 2.0"], ["semiconductor", "electronics manufacturing", supply-chain, tamil-nadu https://shaam.blog/articles/self-improving-ai-agents-vs-static-copilots-comparison-2026 The Tech Archive en 2026-07-29T18:35:18.702Z Self-Improving AI Agents vs Static Copilots: Which Approach Actually Wins in 2026? technology, programming, azure, dotnet https://shaam.blog/articles/openai-750-billion-infrastructure-spending-2030 The Tech Archive en 2026-07-29T18:27:35.822Z OpenAI's $750 Billion Infrastructure Bet Through 2030: Visionary Land Grab or Spending Spree? technology, programming, azure, dotnet https://shaam.blog/articles/openai-codex-july-2026-workflow-update-guide The Tech Archive en 2026-07-29T18:22:57.855Z OpenAI Codex July 2026 Updates: The Workflow Improvements That Quietly Made It a Real Workbench Developer Tools, "Agentic Workflows", "OpenAI Codex", ["Codex CLI", "ai coding agents", "AI project management"] https://shaam.blog/articles/ai-native-organization-how-to-move-beyond-ai-pilots-2026 The Tech Archive en 2026-07-29T18:13:20.489Z AI-Native Organization: How to Move Beyond AI Pilots in 2026 technology, programming, azure, dotnet https://shaam.blog/articles/local-ai-setup-guide-run-open-source-models-2026 The Tech Archive en 2026-07-29T18:08:05.773Z How to Set Up Local AI: Run Open-Source Models on Your Own Hardware in 2026 technology, programming, azure, dotnet https://shaam.blog/articles/humanoid-robots-vs-adaptive-arms-billion-dollar-robotics-misallocation-2026 The Tech Archive en 2026-07-29T17:50:56.107Z Humanoid Robots vs Adaptive Arms: Why $1.9 Billion Follows the Wrong Problem (2026) technology, programming, azure, dotnet https://shaam.blog/articles/google-gemini-updates-july-2026-complete-guide The Tech Archive en 2026-07-29T17:39:54.327Z Google Gemini Updates July 2026: The Complete Guide to What Changed and How to Use It gemini-notebook, Google Gemini, Gemini Omni, "gemini 3.6 flash", AI updates 2026 https://shaam.blog/articles/loop-engineering-doer-judge-verification-guide-2026 The Tech Archive en 2026-07-29T17:33:08.939Z Build a Self-Running AI Agent with the Doer-Judge Loop (2026 Field Guide) technology, programming, azure, dotnet https://shaam.blog/articles/free-claude-code-openrouter-setup-guide-2026 The Tech Archive en 2026-07-29T17:30:21.677Z How to Run Claude Code for Free in 2026: The OpenRouter Setup That Actually Works technology, programming, azure, dotnet https://shaam.blog/articles/bharat-forge-flying-whales-heavy-lift-airships-india-defence-2026 The Tech Archive en 2026-07-29T17:20:44.225Z Heavy-Lift Airships for India's Defence: The Bharat Forge–Flying Whales LCA60T Pact Explained (2026) technology, programming, azure, dotnet https://shaam.blog/articles/ai-storytelling-children-parental-automation-debate-2026 The Tech Archive en 2026-07-29T17:16:56.298Z Should Parents Let AI Tell Bedtime Stories? The 2026 Decision Framework Nobody Is Talking About "muse-spark", ai-storytelling, children-privacy, meta-storykit, coppa, "AI ethics" https://shaam.blog/articles/divergent-ideation-ai-coding-agents-2026 The Tech Archive en 2026-07-29T17:03:25.250Z How to Fix Premature Convergence in AI Coding Agents with Divergent Ideation (2026 Guide) ["AI agents", "divergent thinking", "Claude Code", "tree-of-thought", "agent skills" https://shaam.blog/articles/ai-agent-customer-support-hidden-work-method-2026 The Tech Archive en 2026-07-29T16:57:08.671Z AI Agent for Customer Support in 2026: The Hidden-Work Method That Cut One Team's Tickets 63% technology, programming, azure, dotnet https://shaam.blog/articles/chinese-ai-models-2026-decision-guide The Tech Archive en 2026-07-29T16:48:36.077Z Chinese AI Models in 2026: A Practical Decision Guide for DeepSeek, Kimi, GLM, and Qwen technology, programming, azure, dotnet https://shaam.blog/articles/ai-document-redaction-before-chatgpt-guide-2026 The Tech Archive en 2026-07-29T16:33:37.669Z How to Redact Sensitive Data Before Sending Files to ChatGPT (2026 Job-First Playbook) "AI workflow", ["AI Privacy", "shadow-ai", ["ChatGPT", "llm-security", "data-redaction" https://shaam.blog/articles/ai-guardrail-asymmetry-defender-model-refusal-problem The Tech Archive en 2026-07-29T16:18:40.521Z The AI Guardrail Asymmetry: Why Your Defender Models Refuse to Help When an AI Agent Attacks You "open-weight models", "guardrail asymmetry", "incident response", autonomous agents, AI security https://shaam.blog/articles/ford-tn-secretariat-meeting-july-2026-what-changes The Tech Archive en 2026-07-29T16:10:45.166Z Ford's July 2026 Chennai Secretariat Meeting: What It Actually Changes for the ₹3,250 Crore Tamil Nadu Revival technology, programming, azure, dotnet https://shaam.blog/articles/india-pli-scheme-results-2026-exports-investment-jobs The Tech Archive en 2026-07-29T16:08:45.837Z India's PLI Scheme Results 2026: How Rs 2.4 Lakh Crore in Incentives Turned Into Rs 15.2 Lakh Crore in Exports technology, programming, azure, dotnet https://shaam.blog/articles/claude-token-limit-workarounds-guide-2026 The Tech Archive en 2026-07-29T15:25:48.566Z How to Never Hit a Claude Token Limit Again: 15 Habits That Actually Work in 2026 "token-limits", Claude, "context-engineering", "AI productivity", "prompt-caching" https://shaam.blog/articles/elementor-ai-website-builder-guide-2026 The Tech Archive en 2026-07-29T14:38:57.776Z Elementor AI Website Builder (Angie) in 2026: How to Build WordPress Sites and Custom Widgets From a Prompt "WordPress AI website builder", "AI web design", ["Elementor AI", "no-code website builder"], "Angie AI" https://shaam.blog/articles/homebrew-6-tap-trust-guide The Tech Archive en 2026-07-29T14:25:38.385Z Homebrew 6.0 Tap Trust: How to Stop Third-Party Taps From Running Untrusted Code on Your Mac mac, package-management, brew, Developer Tools, "supply chain security"], homebrew https://shaam.blog/articles/ai-agent-os-architecture-guide-2026 The Tech Archive en 2026-07-29T14:24:19.087Z How to Build and Run an AI Agent OS in 2026: The Honest Architecture Guide technology, programming, azure, dotnet https://shaam.blog/articles/byd-underbody-ai-patent-parked-car-safety The Tech Archive en 2026-07-29T14:12:45.346Z BYD's Underbody AI Camera Patent: How Parked-Car Safety Is Getting Smarter in 2026 "patents", "computer vision", ["BYD", "parked car safety"], "vehicle safety", "automotive AI" https://shaam.blog/articles/microsoft-mage-flow-local-ai-image-generation-guide-2026 The Tech Archive en 2026-07-29T14:09:59.363Z Microsoft Mage-Flow: How to Generate AI Images Locally for Free in 2026 "open source AI", ["Microsoft", "image-generation", ["mage-flow", "local AI" https://shaam.blog/articles/uae-india-5-billion-sovereign-wealth-investment-2026 The Tech Archive en 2026-07-29T13:26:55.380Z UAE India $5 Billion Investment Deal 2026: What Sovereign Wealth Funds Are Actually Building in India technology, programming, azure, dotnet https://shaam.blog/articles/amara-raja-telangana-customer-qualification-plant-500-crore The Tech Archive en 2026-07-29T13:24:02.569Z Amara Raja's ₹500 Crore Telangana Battery Plant: Why India's Cell Manufacturing Bet Hinges on a Qualification Step Nobody Talks About technology, programming, azure, dotnet https://shaam.blog/articles/autonomous-ai-agent-cyberattack-defender-playbook-2026 The Tech Archive en 2026-07-29T13:15:20.288Z When an AI Agent Attacks: The Defender Playbook for the First Autonomous Agent Cyberattack (2026) technology, programming, azure, dotnet https://shaam.blog/articles/rmz-colt-visakhapatnam-data-centre-1-25-gw-deal The Tech Archive en 2026-07-29T13:13:38.150Z RMZ–Colt's $21 Billion Visakhapatnam Data Centre: What 1.25 GW of Hyperscale Capacity Means for India's AI Future "India", data-center, colt-data-centres, "Andhra Pradesh", hyperscale, visakhapatnam https://shaam.blog/articles/higgsfield-free-trial-guide The Tech Archive en 2026-07-29T01:13:43.182Z How to Test Higgsfield's 20+ AI Video and Image Models for Free (2026 Trial Guide) "free trial", "higgsfield", "ai image generation"], "Kling 3.0", "seedance 2.0", "AI video" https://shaam.blog/articles/ai-infrastructure-supercycle-sk-nvidia-claude-opus-5-july-2026 The Tech Archive en 2026-07-28T23:10:46.990Z AI Infrastructure Supercycle in July 2026: What the SK-Nvidia $500B Deal and Claude Opus 5 Mean for Builders HBM4, Nvidia, ["Claude Opus 5", AI supply chain, "SK Hynix", "AI infrastructure" https://shaam.blog/articles/claude-opus-5-agent-workflows-routing-effort-fast-mode-2026 The Tech Archive en 2026-07-27T23:03:31.455Z How to Route Claude Opus 5 Into Your AI Agent Stack in 2026: Effort Levels, Fast Mode, and the Opus-vs-Fable Decision ["AI agents", ["Claude Opus 5", "Claude Code", "Agentic Workflows", "model routing" https://shaam.blog/articles/seoul-semiconductor-india-plant-semicon-2-0-led-manufacturing The Tech Archive en 2026-07-27T16:47:49.823Z Seoul Semiconductor's India Plant: What Semicon 2.0 Just Unlocked for LED Manufacturing Seoul Semiconductor, LED packaging, "Semicon 2.0"], ATMP OSAT, "India semiconductor", semiconductor manufacturing https://shaam.blog/articles/meta-storykit-ai-bedtime-stories-2026 The Tech Archive en 2026-07-27T16:47:49.440Z Meta StoryKit: AI Bedtime Stories for Kids — What Parents Need to Know Before Downloading (2026) "muse-spark", "child safety", ["meta", "AI bedtime stories", "AI for parents", "AI apps"] https://shaam.blog/articles/ai-agent-loops-loop-engineering-guide-2026 The Tech Archive en 2026-07-27T16:47:49.087Z AI Agent Loops in 2026: How to Stop Prompting and Start Designing Workflows That Run Themselves ["AI agent loops", "Agentic Workflows", "prompt engineering"], "AI for Business", "Loop Engineering", "AI automation" https://shaam.blog/articles/heavy-lift-airships-india-defence-bharat-forge-flying-whales-2026 The Tech Archive en 2026-07-27T16:47:48.689Z Heavy-Lift Airships for India's Defence: How the Bharat Forge–Flying Whales LCA60T Changes Border Logistics "aerospace"], defence-logistics, "Make in India", airship, bharat-forge, strategic-mobility https://shaam.blog/articles/hermes-agent-laguna-s-2-1-self-improving-ai-agent-coding-brain-2026 The Tech Archive en 2026-07-27T16:47:48.266Z Hermes Agent + Laguna S 2.1: How to Build a Self-Improving AI Agent With an Open-Weight Coding Brain in 2026 "poolside"], "laguna-s-2-1", "open-weight-ai", "self-improving-ai-agent", "Nous Research", ["Hermes Agent" https://shaam.blog/articles/how-to-run-hermes-agent-free-2026 The Tech Archive en 2026-07-27T16:47:47.737Z How to Run Hermes Agent for Free in 2026: Every Free Lane, the Right Way "open-router", free-ai-tools, ["AI agents", "self-hosted AI"], "nous-portal", ["Hermes Agent" https://shaam.blog/articles/laguna-s-2-1-explained-118b-moe-coding-model The Tech Archive en 2026-07-27T16:47:47.315Z Laguna S 2.1 Explained: How a 118B Mixture-of-Experts Model Beats Rivals 10× Its Size "poolside"], "open-weight models", "Mixture of Experts"], NVIDIA DGX Spark, "self-hosted AI"], "laguna-s-2-1" https://shaam.blog/articles/ford-tamil-nadu-engine-plant-revival-3250-crore-2026 The Tech Archive en 2026-07-27T16:47:46.962Z Ford's ₹3,250 Crore Tamil Nadu Engine Plant Revival: What It Means for India's Export Pivot and the People Building Around It (2026) export-hub, gcc, ford, supply-chain, maraimalai-nagar, tamil-nadu, india-manufacturing, china-plus-one https://shaam.blog/articles/dspy-separate-task-from-model-why-it-matters The Tech Archive en 2026-07-27T16:47:46.557Z DSPy Separates the AI Task From the Model: Why Shopify Cut a Workload 550x (and You Can Too) "LLM Engineering"], prompt optimization, DSPy, GEPA, "AI cost reduction" https://shaam.blog/articles/agent-os-vs-agent-framework-2026 The Tech Archive en 2026-07-27T16:47:46.152Z Agent OS vs Agent Framework in 2026: Which You Actually Need (and When Each Wins) LangGraph, "MCP", CrewAI, "agentic AI", Agent OS, agent-framework https://shaam.blog/articles/kimi-k3-open-weights-drop-july-27-hallucination-gap The Tech Archive en 2026-07-27T16:47:45.764Z Kimi K3 Open Weights Drop 27 July: Near-Frontier Coding, 51% Hallucination Rate Hidden "Mixture of Experts"], "LLM benchmarks"], "ai-hallucination", "Moonshot AI", open-weights, ["Kimi K3" https://shaam.blog/articles/cxmt-ipo-shanghai-star-market-debut-july-2026 The Tech Archive en 2026-07-27T08:10:36.063Z CXMT IPO: China's DRAM Champion Surges 472% on STAR Market Debut "STAR Market", ["CXMT", "AI hardware", "China semiconductors", "HBM", "DRAM"