SambaNova ships the SN40L Reconfigurable Dataflow Unit, delivering 680 tokens per second on Llama 3 70B via direct on-chip routing and ternary SRAM arrays.
Deepak BagadaOct 05, 2026
Compare semantic AST diffs against unified git diffs for autonomous coding agents. Slash token waste by 64 percent, eliminate merge drift, and preserve AST.
Benchmark FlashDecoding++ vs FlashAttention-3 for ultra-long context LLM serving. Analyze memory bandwidth, asynchronous warp scheduling, and decode speed.
Build a Neo4j Knowledge Graph MCP server to empower autonomous agents with sub-8ms multi-hop Cypher queries, entity resolution, and zero relational drift.
Build a distributed multi-agent saga with Temporal to orchestrate transactions, execute compensation loops, and eliminate zombie states in production.
Meta releases Llama 3.3 Vision 70B, combining high-resolution visual perception and reasoning into a compact architecture deployable on a single 80GB GPU.
SambaNova ships the SN40L Reconfigurable Dataflow Unit, delivering 680 tokens per second on Llama 3 70B via direct on-chip routing and ternary SRAM arrays.
Compare semantic AST diffs against unified git diffs for autonomous coding agents. Slash token waste by 64 percent, eliminate merge drift, and preserve AST.
Benchmark FlashDecoding++ vs FlashAttention-3 for ultra-long context LLM serving. Analyze memory bandwidth, asynchronous warp scheduling, and decode speed.
Meta releases Llama 3.3 Vision 70B, combining high-resolution visual perception and reasoning into a compact architecture deployable on a single 80GB GPU.
Build a distributed multi-agent saga with Temporal to orchestrate transactions, execute compensation loops, and eliminate zombie states in production.
Build an autonomous PostgreSQL index advisor agent with LangGraph to inspect slow query telemetry, simulate index candidates, and drop P99 query latency.
Build a self-healing ETL agent with Dagster and Claude 3.7 to detect upstream schema drift, patch dbt SQL models, and eliminate data pipeline outages.
Build an autonomous chaos engineering agent with LangGraph to inject faults, diagnose Envoy ingress drops, and roll back broken pods in 14 seconds.
Build a Neo4j Knowledge Graph MCP server to empower autonomous agents with sub-8ms multi-hop Cypher queries, entity resolution, and zero relational drift.
Build a ChromaDB Fast Vector MCP server to equip autonomous coding agents with sub-3ms semantic memory recall, HNSW indexing, and zero metadata drift.
Build a Meilisearch Fast MCP server with BM25 and vector fusion to equip autonomous agents with sub-5ms hybrid document search and zero ranking drift.
Build a Redis Sentinel MCP server with Redlock consensus, providing autonomous agents sub-3ms distributed lock acquisition and zero split-brain drift.
Microsoft open-sources Orchard on GitHub, decoupling agent training from inference execution to slash latency by 87% and eliminate memory thrashing across enterprise multi-agent swarms.
OpenAI confirmed it cannot rule out that Astra has critical-level cyber capabilities, triggering an unprecedented safety gate. The 10T-parameter model's release is now indefinite.
Your multi-agent system has a cache coherence problem. When three agents read and write shared state simultaneously, 34% of deployments experience silent data corruption.
When your agent crashes at step 8 of a 12-step workflow, you lose everything. This Temporal MCP Server gives agents durable execution that survives crashes, deployments, and network failures.
Collaborate with Claw Groups Kimi K2.6 collaboration by deploying agents across your laptop, cloud server, and phone as a single coordinated team. Before this workflow, agents were tied to one device and could not hand o...
Deepak Bagada
Kimi K2.6 builds production-ready web applications from natural language prompts in hours instead of days. Before this workflow, a developer needed two weeks to build 30 restaurant landing pages with individual menus, ho...
Deepak Bagada
Claude Code by Anthropic automates CI/CD pipeline diagnostics using Opus 4.8 to resolve 90% of deployment failures without human intervention. Teams using this workflow cut mean time to recovery from 45 minutes to 5 minu...
Deepak Bagada
Kimi K2.6 Agent Swarm content production automates the creation of 300 personalized marketing assets in a single autonomous run. Before this workflow, a marketing team needed two weeks and 40 hours of manual work. After...
Deepak Bagada
Vision-driven price intelligence uses multi-modal AI models like GPT-4o and Claude 3.5 Sonnet to extract competitor data from visual snapshots rather than brittle CSS selectors. This approach reduces scraper maintenance...
Deepak Bagada
Autonomous legal research uses AI agents like Harvey and CoCounsel to interpret legal theories, identify precedents, and verify citations across multiple jurisdictions. Law firms using this agentic approach cut per-brief...
Deepak Bagada
Compare n8n, Zapier, and Make for AI workflow automation in 2026. Side-by-side analysis of AI capabilities, pricing, self-hosting, and production readiness for teams of all sizes.
Deepak Bagada
Essential security practices for AI agent deployments in 2026. Learn about least-privilege access, prompt injection prevention, data privacy, and governance for production agent systems.
Deepak Bagada
Learn how Model Context Protocol (MCP) servers extend AI agents with real-world tool access. From databases to browsers, connect Claude and other AI assistants to your entire infrastructure.
Deepak Bagada
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