Mem0 Auto-Resolves Memory Conflicts For You — Until It Silently Deletes One You Still Need
Mem0 markets its add() call as "just talk to it, it figures out memory." Mostly true — under the hood, every add() runs an LLM-driven pipeline that ex…
Team Management
⚑ Report a ProblemLatest Team Management news from Tech News
All topics
Culture
agents
ai
api
architecture
automation
beginners
career
claude
devchallenge
devops
discuss
javascript
llm
machinelearning
mcp
opensource
productivity
programming
python
react
saas
security
showdev
softwareengineering
startup
testing
tutorial
typescript
webdev
One Contract, Multiple Enforcement Points for Safe AI Agent Execution
Overview A lot of AI agent safety discussion still stops too early. People talk about: prompts instructions guardrails whether the agent "knows better…
A Flaky Test Is a Corrupted Reward Signal
Originally published at tddbuddy.com . Related reading: Agents Should Do TDD names why faithful execution of the loop matters; Your Test Suite Is Your…
Keeping Enriched Fields Fresh in an Autonomous Outbound Loop
Keeping Enriched Fields Fresh in an Autonomous Outbound Loop A great rep once knew every account. Now your agents do. Except when they don't. When the…
Foundry Hosted vs In-Process vs Copilot Studio Agents (2026 Decision)
A team lead asks the question in a planning meeting and the room splits three ways: do we build this agent in Copilot Studio, write the orchestration …
Building AI Agents for Social Media with TypeScript and Hono.js
Everyone's talking about AI agents right now, but most tutorials stop at "call an LLM in a loop." If you actually want an agent that runs unattended —…
Your Agent Bills While It Waits. Here's the Fix.
Your Agent Bills While It Waits. Here's the Fix. 📖 Read the full version with charts and embedded sources on AgentConn → "Most of an agent's life is s…
AgentLedger: Audit Trails for AI Agents That Matter
The Decision Nobody Can Explain In 2026, according to McKinsey's State of AI 2024 report , 72% of organizations now use AI in at least one business fu…
Coding Agents and Developer Economics on the Microsoft Stack (2026)
Every few years a tool arrives that is supposed to end programming as a paid profession. FORTRAN was going to let scientists write their own code. COB…
The AI Agent Hiring Crisis: Why Most Companies Are Building the Wrong Teams
The AI agent hype is real. Everyone wants to build autonomous systems that can write code, make decisions, and operate unsupervised. But here's the pr…
AI Coding's Real Bottleneck Is Repository Execution Trust
Overview For a while, the central question in AI coding felt obvious: Can the model generate good code? That is still important, but it is no longer t…
TestSprite's CLI hands your coding agent one clean failure at a time
TestSprite's CLI makes a design choice most testing tools would never advertise: it refuses to do something. When a coding agent asks for a failure re…
Adversarial Review: The Six Lenses That Halted a Rollout
"We shipped the safety work" is a feeling, not a fact. Before you hand a shared, governed system to a team, the only thing that converts that feeling …
Agents Amplify Whatever Vocabulary They Find
Originally published at tddbuddy.com . This is part 2 of the "Vocabulary Is the Product" series. Part 1, The Hidden Output of TDD Was Never Code , arg…
When AI Agents Write the Code, What's Missing Are the Reins — Introducing basou
I closed the previous post with a promise: that the development style behind this blog, and the OSS I've been shipping — a harness for steering AI cod…
Your AI Agent Project Is Really a Data Project: The Data-Prep Tax
Ask a CRM for one customer's open pipeline when that customer is stored under four spellings, and a retrieval-based agent answers with a confident wro…
The 10-Line Prompt That Turns ChatGPT Into a Fully Autonomous AI Agent
Most people treat Large Language Models like glorified search engines: ask a question, skim the output, close the tab. That workflow is fine for trivi…
Stop Vibe-Coding Power Platform: Turn ADO Work Items Into Specs Any AI Agent Can Build From
The agent brand is irrelevant; the work item is everything. I have watched teams argue about Copilot Studio versus Claude Code versus Codex as if the …
The AI That Now Writes Most of Its Maker's Code
As of May 2026, more than 80% of the code Anthropic ships is written by Claude, not by its human engineers. The company disclosed the figure in an ess…
When the agent codes in seconds, CI becomes the slow neighbour
Last week I caught myself doing something embarrassing. I asked an agent to scaffold a small handler, watched it return a tidy diff in roughly the tim…
When --cap-drop ALL Broke the Gate Socket
The dogfood run went green. The gate had governed zero calls. That is the agent-governance-plane's entire job: run an AI coding agent inside a sandbox…
Enterprise AI Agent Orchestration: Shared Memory & Local-First...
After building 50+ AI systems, here is what we know about Enterprise AI Agent Orchestration with Shared Memory. Enterprise AI Agent Orchestration with…
SkillOpt: Revolutionizing AI Agent Skills in 2026
After building 50+ AI systems, here is what we know about optimizing AI agent skills. SkillOpt is a groundbreaking open-source framework developed by …
I gave your agent access to Firefox - meet Firefox CLI
Firefox CLI is my new project - a CLI interface that lets your agent control your real Firefox session. It's a full equivalent of Agent Browser with t…
Why Developer Onboarding Should Be Contract-First
Overview Most developer onboarding is still operationally weak. A new engineer clones a repo, opens the README, installs dependencies, runs the obviou…
Your Company Banned Claude Code the Week Workflows Shipped. The Gap Is Now 1,000 Agents Wide.
Your company banned Claude Code the week Anthropic shipped Workflows. The timing is worth documenting. While Microsoft's Experiences and Devices divis…
LLM Benchmarks, Agent Frameworks, and the Tools That Matter in 2026 [03:37:09]
Hey there! If you've been keeping up with the AI space lately, you know we're in the middle of something genuinely historic. What used to be science f…
From Vibe Coding to Verified Engineering
AI agents should not just generate code. They should produce evidence . That is the core idea behind Agile V: → Requirements before implementation → I…
Open vs Closed LLMs in 2026: The Game-Changing Convergence [03:32:15]
Hey there! If you've been keeping up with the AI space lately, you know we're in the middle of something genuinely historic. What used to be science f…
The Age of Accountable Agents: Building Trust in Your AI Automation
The Age of Accountable Agents: Building Trust in Your AI Automation\n\nThe air around AI feels different this "Long Hot A.I. Summer." Big tech is pour…