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.
n8n Agentic Lead Enrichment is a sales workflow that uses n8n to pull data from Clearbit and routes it to GPT-4o. The AI agentically decides if the lead fits your Ideal Customer Profile and generates a hyper-personalized...
Deepak Bagada
E-commerce dynamic pricing with Claude Fable 5 and n8n enables Shopify stores to automate price changes based on competitor data, inventory levels, and COGS. By using agentic reasoning to adjust prices every 4 hours, bra...
Deepak Bagada
Build features in parallel with agents-workflow for Pi CLI. PRD→Spec→Tasks→Swarm pipeline with worktree isolation. 90%+ success rate for multi-file implementations.
Deepak Bagada
Run structured interview-plan-review-orchestrate workflows in Pi CLI with dorkestrator. Topological wave-based execution boosts task completion from 45% to 85%+.
Deepak Bagada
Build resumable DAG workflows in Pi CLI with pi-taskflow. 18 agents, 8 phase types, cross-session resume, zero dependencies. Complete guide with JSON DSL examples.
Deepak Bagada
Fact Density is the ratio of verifiable, unique information to the total word count of a piece of content. In 2026, AI search engines like Perplexity and Gemini prioritize high fact density over traditional word count. A...
Deepak Bagada
The A2A (Agent-to-Agent) protocol is a horizontal communication standard that allows AI agents from different frameworks to discover, delegate, and collaborate on tasks. Unlike the Model Context Protocol (MCP), which con...
Deepak Bagada
Multi-model tournament code review catches 85-92% of issues before merge. Claude Code dynamic workflows spawn 3-5 competing models. Complete setup guide with cost analysis.
Deepak Bagada
Claude Code dynamic workflows let Claude Opus 4.8 orchestrate 100+ parallel agents for codebase migration. The Bun Zig-to-Rust port of 750K lines completed in 11 days with 99.8% test pass rate. Step-by-step setup guide.
Deepak Bagada
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