Tech Articles
Curated developer articles, tutorials, and guides – auto-updated hourly
Travis Frisinger6d ago • 8 min read
The Coordinated Rename Is the Agent's Most Dangerous Refactor
Multi-agent rename tooling rewrites two hundred files in ten seconds because it noticed the drift. H...
#vocabulary#aiagents#domainmodeling#codereview
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Aarush Karak1d ago • 12 min read
Building Custom MCP Servers: Extending AI with Tools
The Protocol That Actually Standardizes Tooling MCP (Model Context Protocol) is...
#mcp#aiagents#llm#tooling
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dormitivegit6d ago • 6 min read
Probabilistic agents need deterministic acceptance boundaries
I have been building with coding agents daily for a while now. They are good. The problem I keep...
#ai#python#testing#aiagents
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Valentin Podkamennyi5d ago • 5 min read
Databricks buys Electric to embed local Postgres in AI agents
Databricks is acquiring the startup Electric to integrate WebAssembly-based Postgres databases...
#databricks#postgres#aiagents#databasearchitecture
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Guatu6d ago • 8 min read
FastMCP Agent Mail: RBAC Tokens vs Anonymous Access, and the 403 Errors in Between
Why a FastMCP agent mail server that works anonymously in dev returns 403 behind TLS ingress, and ho...
#fastmcp#mcpservers#aiagents#authentication
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Guatu6d ago • 10 min read
The Write Policy Is the Hard Part: Promotion Pipelines for Agent Memory
Storing agent memory is easy. Deciding what earns a permanent write, and keeping the write-path aliv...
#aiagents#agentmemory#rbac#networkpolicies
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David Díaz3d ago • 4 min read
Cleared Kimi Slides Repository Leaves Its Core Claims Unverifiable
The archived open-kimi-ppt-skill repository still advertises editable PPTD and PPTX generation, but ...
#github#aiagents#presentationsoftware#pptx
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Guatu5d ago • 7 min read
We Almost Deployed a Temporal Knowledge Graph. The Eval Said No.
A temporal knowledge graph passed every static RAG test and still failed. The gap was temporal reaso...
#aiagents#knowledgegraph#evaluation#rag
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Guatu6d ago • 9 min read
I Benchmarked My Homelab Memory Stack: Hybrid Search + Local Reranker Took LoCoMo from 63% to 80%
How adding BM25 hybrid search and a local BGE reranker to a vector-only agent memory stack moved LoC...
#aiagents#rag#hybridsearch#reranker
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Guatu6d ago • 9 min read
Moving Scheduled LLM Curation from Cloud APIs to Local Models
A comparison of cloud APIs vs local models for scheduled agent memory curation, and the headless-cro...
#aiagents#localllm#ollama#kubernetes
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Sho Naka3d ago • 16 min read
Silent Failure: My AI Agent's Guardrail Died for 4 Hours and Said Nothing About It
A permission gate in front of my AI agent's irreversible actions silently stopped working for about ...
#aiagents#monitoring#reliability#abotwrotethis
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Jon Handler5d ago • 4 min read
1TB Migrated in 33 Minutes. The Agent Didn't Even Need Coffee.
In a recent demo, our team migrated one terabyte of production data from Elasticsearch 7.10 running....
#opensearch#migration#aiagents#devops
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Umair Bilal2d ago • 9 min read
Building an AI Assistant: flutter nodejs ai browser automation
Built a personal AI assistant with flutter nodejs ai browser automation. Here's how I orchestrated L...
#flutter#node#aiagents#browserautomation
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dengyier11m ago • 4 min read
Two Verifiers, One Verdict: Closing the 'Self-Reported Exit Code' Hole
An agent says 'tests all green'. Another agent says 'I reviewed it — it's fine.' Two independent exe...
#security#python#opensource#aiagents
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Umair Bilal6d ago • 8 min read
oss pr reviewer tutorial: My Node.js Validation Bug
Automate code review with `oss-pr-reviewer`? My `oss pr reviewer tutorial` for Node.js shows how it ...
#aiagents#codereview#github#node
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Umair Bilal4d ago • 9 min read
AI Agent Product Testing: My Bot Found 3 Critical UX Flaws
My custom AI agent, built with Node.js and Flutter using Gemini-Vision, exposed 3 critical UX flaws ...
#aiagents#qa#flutter#node
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Helly Dungrani4d ago • 3 min read
My 9-Day Journey Building a Real-Time AI Voice Agent | VoiceForBharat
My journey building a real-time AI voice agent using LiveKit, Murf Falcon, Deepgram, memory, tools, ...
#ai#voiceai#aiagents#python
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Umair Bilal3d ago • 7 min read
Why My AI Time is 80% Orchestration: The ai developer role shift
The ai developer role shift is real. I spend 80% of my time orchestrating AI systems like FarahGPT, ...
#aiagents#developerroles#futureofwork#leadership
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Umair Bilal21h ago • 8 min read
Crucible AI Vulnerability Audit: My Agent Saw What Theirs Missed
A critical look at the Crucible AI vulnerability audit platform vs. my custom white-box agent, detai...
#aiagents#security#vulnerabilitytesting#llm
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Cole Halton6d ago • 2 min read
DeepSeek Harness: What "Everything is a Plugin" Actually Means for Agent Frameworks
DeepSeek released Harness into developer preview yesterday — MIT license, source on GitHub, and a...
#deepseek#aiagents#opensource#benchmarking
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Dinesh_gowtham22h ago • 10 min read
How to Run a Resilient AI Agent on ECS Fargate Spot — Service Connect, Retry Logic, and Blue/Green Deploys
Container‑based AI agents get tripped up by spot interruptions, but you can turn that weakness into ...
#aiagents#ecs#node#typescript
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Guatu6d ago • 8 min read
Langfuse for LLM Observability: Tracing Agent Calls Instead of Guessing
Using Langfuse to trace multi-step agent workflows, replace custom eval logic, and consolidate LLM o...
#langfuse#llmobservability#aiagents#tracing
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Umair Bilal5d ago • 9 min read
Fixing DeepSeek Harness Flutter coding agent: My 30% Better ListView Prompt
Battling widget hallucinations with your DeepSeek Harness Flutter coding agent? My custom prompt pat...
#aiagents#flutter#deepseekharness#codegeneration
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Umair Bilal1d ago • 9 min read
Fixing ai code autofix security flaws: My AST checker
Snowflake's Copilot breach wasn't unique. I'll show how ai code autofix security flaws in a package....
#aisecurity#githubcopilot#softwarevulnerabilities#aiagents
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